{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 高德API作业"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 1.所有的高德API功能（除去地理围栏、轨迹纠偏（学有余力的可以尝试））(每一个API功能请思考和设计该功能的一个具体的产品应用方案或场景)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 2.所有的功能一定用函数封装，且所有的参数（必选参数+可选参数（默认参数None/?）） 应该写在定义函数之中。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 3.我们的高德API在jupyter中全部测试完成无误，将其保存为一个geo.py文件（模块）PEP8 规范 书写python代码（python head first 书上有）"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 4.尝试自己调用这个模块 ： from geo import geocode / import geo"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 准备工作"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests,json\n",
    "import pandas as pd\n",
    "from PIL import Image\n",
    "from io import BytesIO\n",
    "import geo\n",
    "key_zz = \"3cd9f393eb9d55ba0f6d42185c623f04\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 地理编码"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 把文字描述的位置转换成地图上的经纬度；地址经过地理编码后，便可在空间中显示各地址的位置，还可识别信息中所包含的模式。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'count': '1',\n",
       " 'geocodes': [{'formatted_address': '广东省广州市从化区中山大学南方学院',\n",
       "   'country': '中国',\n",
       "   'province': '广东省',\n",
       "   'citycode': '020',\n",
       "   'city': '广州市',\n",
       "   'district': '从化区',\n",
       "   'township': [],\n",
       "   'neighborhood': {'name': [], 'type': []},\n",
       "   'building': {'name': [], 'type': []},\n",
       "   'adcode': '440117',\n",
       "   'street': [],\n",
       "   'number': [],\n",
       "   'location': '113.679287,23.632575',\n",
       "   'level': '兴趣点'}]}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.geocode(key_zz, \"广东省广州市从化区中山大学南方学院\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 逆地理编码"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 逆地理服务实际是一个空间查询的过程，通过输入经纬度坐标，查找这个坐标所在的行政区划，所属道路，最近的POI/AOI等。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'regeocode': {'addressComponent': {'city': '广州市',\n",
       "   'province': '广东省',\n",
       "   'adcode': '440105',\n",
       "   'district': '海珠区',\n",
       "   'towncode': '440105002000',\n",
       "   'streetNumber': {'number': '95号',\n",
       "    'location': '113.291273,23.092688',\n",
       "    'direction': '东南',\n",
       "    'distance': '36.1493',\n",
       "    'street': '新港西路'},\n",
       "   'country': '中国',\n",
       "   'township': '新港街道',\n",
       "   'businessAreas': [{'location': '113.316550,23.094556',\n",
       "     'name': '新港',\n",
       "     'id': '440105'},\n",
       "    {'location': '113.281913,23.092278', 'name': '晓港', 'id': '440105'},\n",
       "    {'location': '113.296737,23.085197', 'name': '凤阳', 'id': '440105'}],\n",
       "   'building': {'name': [], 'type': []},\n",
       "   'neighborhood': {'name': [], 'type': []},\n",
       "   'citycode': '020'},\n",
       "  'formatted_address': '广东省广州市海珠区新港街道上海浦东发展银行(中大支行)中山大学广州校区南校园'},\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000'}"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.regeocode(key_zz,\"113.291103,23.092973\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 路径规划"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 提供的步行、公交、驾车查询及行驶距离。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 无需展现地图的场景下，进行线路查询，如以线路结果页形式展现换乘方案；根据返回线路数据，自行开发线路导航。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'ok',\n",
       " 'infocode': '10000',\n",
       " 'count': '1',\n",
       " 'route': {'origin': '113.291103,23.092973',\n",
       "  'destination': '113.679287,23.632575',\n",
       "  'paths': [{'distance': '82787',\n",
       "    'duration': '66230',\n",
       "    'steps': [{'instruction': '向西步行66米左转',\n",
       "      'orientation': '西',\n",
       "      'road': [],\n",
       "      'distance': '66',\n",
       "      'duration': '53',\n",
       "      'polyline': '113.291089,23.092912;113.290451,23.093008',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向南步行29米右转',\n",
       "      'orientation': '南',\n",
       "      'road': [],\n",
       "      'distance': '29',\n",
       "      'duration': '23',\n",
       "      'polyline': '113.290447,23.093008;113.290417,23.092899;113.290417,23.092899;113.290378,23.092756',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿新港西路向西步行173米右转',\n",
       "      'orientation': '西',\n",
       "      'road': '新港西路',\n",
       "      'distance': '173',\n",
       "      'duration': '138',\n",
       "      'polyline': '113.290373,23.092752;113.289323,23.092943;113.289323,23.092943;113.288715,23.093051',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿怡乐路向西北步行31米向右前方行走',\n",
       "      'orientation': '西北',\n",
       "      'road': '怡乐路',\n",
       "      'distance': '31',\n",
       "      'duration': '25',\n",
       "      'polyline': '113.288711,23.093051;113.288585,23.093303',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿怡乐路向北步行1387米左转',\n",
       "      'orientation': '北',\n",
       "      'road': '怡乐路',\n",
       "      'distance': '1387',\n",
       "      'duration': '1110',\n",
       "      'polyline': '113.288581,23.093303;113.288576,23.093529;113.288576,23.093529;113.288559,23.093737;113.288559,23.093737;113.288529,23.093984;113.288529,23.093984;113.288498,23.094214;113.288498,23.094214;113.288498,23.094236;113.288498,23.094236;113.288477,23.094457;113.288477,23.094457;113.288446,23.094674;113.288446,23.094674;113.288407,23.09503;113.288407,23.09503;113.288372,23.095369;113.288372,23.095369;113.288303,23.095968;113.288303,23.095968;113.288303,23.096085;113.288303,23.096085;113.288303,23.096194;113.288312,23.096302;113.288312,23.096302;113.288329,23.096345;113.288329,23.096345;113.288403,23.096463;113.288542,23.096558;113.288694,23.096615;113.289197,23.096723;113.289197,23.096723;113.289358,23.096806;113.289358,23.096806;113.28954,23.096892;113.289792,23.09704;113.289792,23.09704;113.28997,23.09717;113.28997,23.09717;113.290382,23.097509;113.290382,23.097509;113.290877,23.097917;113.290877,23.097917;113.291059,23.098056;113.291059,23.098056;113.291562,23.098472;113.291562,23.098472;113.291684,23.098576;113.291762,23.098672;113.291814,23.098767;113.291814,23.098767;113.291853,23.098885;113.291862,23.098971;113.29184,23.099188;113.29184,23.099188;113.291819,23.099371;113.291819,23.099371;113.291766,23.099714;113.291766,23.099714;113.29171,23.100191;113.29171,23.100191;113.291597,23.100755;113.291597,23.100755;113.291584,23.100812;113.291584,23.100812;113.291523,23.101189;113.291523,23.101189;113.291476,23.101493;113.291476,23.101493;113.291406,23.102018;113.291406,23.102018;113.291345,23.102491;113.291345,23.102491;113.291315,23.102726;113.291315,23.102726;113.291276,23.103012;113.291276,23.103012;113.291254,23.103203;113.291254,23.103203;113.291224,23.103446;113.291224,23.103602;113.291228,23.103711;113.291259,23.103806;113.291419,23.104171',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿滨江中路向西北步行585米左转',\n",
       "      'orientation': '西北',\n",
       "      'road': '滨江中路',\n",
       "      'distance': '585',\n",
       "      'duration': '468',\n",
       "      'polyline': '113.291419,23.104171;113.290881,23.104605;113.290881,23.104605;113.290499,23.104944;113.290499,23.104944;113.290074,23.105326;113.290074,23.105326;113.289661,23.105673;113.289661,23.105673;113.288859,23.106319;113.288859,23.106319;113.288806,23.106354;113.288806,23.106354;113.288333,23.106693;113.288333,23.106693;113.288003,23.106923;113.287014,23.107548',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行47米右转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '47',\n",
       "      'duration': '38',\n",
       "      'polyline': '113.28701,23.107548;113.286984,23.1075;113.286836,23.107561;113.286836,23.107561;113.286693,23.107604;113.286693,23.107604;113.286602,23.10763',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '20'},\n",
       "     {'instruction': '沿东湖路向北步行418米向右前方行走',\n",
       "      'orientation': '北',\n",
       "      'road': '东湖路',\n",
       "      'distance': '418',\n",
       "      'duration': '334',\n",
       "      'polyline': '113.286597,23.10763;113.286701,23.107969;113.286701,23.107969;113.28707,23.109106;113.28707,23.109106;113.287205,23.109518;113.287205,23.109518;113.287769,23.111272',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行6米左转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '6',\n",
       "      'duration': '5',\n",
       "      'polyline': '113.287765,23.111272;113.287826,23.111263',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行79米直行',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '79',\n",
       "      'duration': '63',\n",
       "      'polyline': '113.287826,23.111259;113.287956,23.111589;113.288038,23.111944',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '21'},\n",
       "     {'instruction': '步行42米左转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '42',\n",
       "      'duration': '34',\n",
       "      'polyline': '113.288038,23.111944;113.288121,23.112313',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿沿江东路向西北步行21米右转',\n",
       "      'orientation': '西北',\n",
       "      'road': '沿江东路',\n",
       "      'distance': '21',\n",
       "      'duration': '17',\n",
       "      'polyline': '113.288121,23.112313;113.287934,23.1124',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿东湖路辅路向东北步行31米向左前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': '东湖路辅路',\n",
       "      'distance': '31',\n",
       "      'duration': '25',\n",
       "      'polyline': '113.28793,23.1124;113.288021,23.1124;113.28809,23.112426;113.288121,23.112465;113.288151,23.112552',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿东湖路辅路向北步行42米直行',\n",
       "      'orientation': '北',\n",
       "      'road': '东湖路辅路',\n",
       "      'distance': '42',\n",
       "      'duration': '34',\n",
       "      'polyline': '113.288151,23.112552;113.288177,23.112665;113.288177,23.112665;113.288242,23.112921',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿东湖路入口步行340米直行',\n",
       "      'orientation': [],\n",
       "      'road': '东湖路入口',\n",
       "      'distance': '340',\n",
       "      'duration': '272',\n",
       "      'polyline': '113.288242,23.112921;113.288281,23.11309;113.288281,23.11309;113.288481,23.11411;113.288481,23.11411;113.288511,23.114258;113.288511,23.114258;113.288581,23.114631;113.288581,23.114631;113.288741,23.115451;113.288763,23.115651;113.288763,23.115794;113.28875,23.115959',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿东湖路向北步行90米向右前方行走',\n",
       "      'orientation': '北',\n",
       "      'road': '东湖路',\n",
       "      'distance': '90',\n",
       "      'duration': '72',\n",
       "      'polyline': '113.288746,23.115959;113.288746,23.115977;113.288746,23.115977;113.288793,23.116133;113.288793,23.116133;113.288945,23.116645;113.288945,23.116645;113.288993,23.116771',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿东湖路步行647米向右前方行走',\n",
       "      'orientation': [],\n",
       "      'road': '东湖路',\n",
       "      'distance': '647',\n",
       "      'duration': '518',\n",
       "      'polyline': '113.288993,23.116771;113.289106,23.116853;113.289123,23.116875;113.28957,23.117995;113.28957,23.117995;113.289783,23.118537;113.289783,23.118537;113.289944,23.118963;113.289944,23.118963;113.29003,23.119158;113.29003,23.119158;113.290052,23.119219;113.290052,23.119219;113.290161,23.11947;113.290161,23.11947;113.290243,23.119709;113.290243,23.119709;113.290534,23.120495;113.290816,23.121185;113.290816,23.121185;113.291202,23.12227',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿东华北路向东北步行17米左转',\n",
       "      'orientation': '东北',\n",
       "      'road': '东华北路',\n",
       "      'distance': '17',\n",
       "      'duration': '14',\n",
       "      'polyline': '113.291202,23.12227;113.29135,23.122352',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行36米向左前方行走',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '36',\n",
       "      'duration': '29',\n",
       "      'polyline': '113.29135,23.122352;113.291202,23.122652',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '1'},\n",
       "     {'instruction': '沿东华北路向西南步行9米右转',\n",
       "      'orientation': '西南',\n",
       "      'road': '东华北路',\n",
       "      'distance': '9',\n",
       "      'duration': '7',\n",
       "      'polyline': '113.291198,23.122652;113.291115,23.122609',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行24米右转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '24',\n",
       "      'duration': '19',\n",
       "      'polyline': '113.291111,23.122609;113.291111,23.122639;113.291202,23.1227;113.291172,23.122765',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '20'},\n",
       "     {'instruction': '沿百子横路向东北步行131米',\n",
       "      'orientation': '东北',\n",
       "      'road': '百子横路',\n",
       "      'distance': '131',\n",
       "      'duration': '105',\n",
       "      'polyline': '113.291168,23.122765;113.29122,23.122773;113.29122,23.122773;113.291311,23.122808;113.291736,23.123056;113.291853,23.123129;113.291997,23.123247;113.291997,23.123247;113.292083,23.123307;113.292187,23.123342;113.292187,23.123342;113.292274,23.123381',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿百子横路向东北步行138米左转',\n",
       "      'orientation': '东北',\n",
       "      'road': '百子横路',\n",
       "      'distance': '138',\n",
       "      'duration': '110',\n",
       "      'polyline': '113.292274,23.123381;113.292318,23.123407;113.292496,23.123563;113.292496,23.123563;113.292852,23.123893;113.292852,23.123893;113.293225,23.124258',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿中山二路向西步行54米右转',\n",
       "      'orientation': '西',\n",
       "      'road': '中山二路',\n",
       "      'distance': '54',\n",
       "      'duration': '43',\n",
       "      'polyline': '113.293225,23.124258;113.292704,23.124384',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿执信南路向北步行351米左转',\n",
       "      'orientation': '北',\n",
       "      'road': '执信南路',\n",
       "      'distance': '351',\n",
       "      'duration': '281',\n",
       "      'polyline': '113.2927,23.124384;113.29276,23.124566;113.29276,23.124566;113.293043,23.125004;113.293043,23.125004;113.293242,23.125312;113.293242,23.125312;113.293333,23.125469;113.293355,23.125543;113.293355,23.125543;113.293364,23.125634;113.293268,23.126146;113.293268,23.126146;113.293199,23.126454;113.293199,23.126454;113.293056,23.127409',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿执信南路向西北步行342米向右前方行走',\n",
       "      'orientation': '西北',\n",
       "      'road': '执信南路',\n",
       "      'distance': '342',\n",
       "      'duration': '274',\n",
       "      'polyline': '113.293051,23.127409;113.292444,23.127786;113.292444,23.127786;113.292183,23.127969;113.292092,23.128064;113.292018,23.128177;113.291962,23.128307;113.291897,23.128824;113.291897,23.128824;113.291866,23.129136;113.291866,23.129136;113.291819,23.129744;113.291819,23.129744;113.291797,23.130017',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行183米右转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '183',\n",
       "      'duration': '146',\n",
       "      'polyline': '113.291793,23.130017;113.291866,23.130017;113.291866,23.130017;113.291858,23.130252;113.291858,23.130252;113.291827,23.130686;113.291827,23.130686;113.291862,23.130725;113.291862,23.130725;113.291914,23.130807;113.291927,23.130881;113.291927,23.130938;113.291897,23.131037;113.291897,23.131037;113.291788,23.131124;113.291788,23.131124;113.291749,23.131458;113.291749,23.131458;113.291675,23.131458',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '4'},\n",
       "     {'instruction': '沿执信南路步行91米右转',\n",
       "      'orientation': [],\n",
       "      'road': '执信南路',\n",
       "      'distance': '91',\n",
       "      'duration': '73',\n",
       "      'polyline': '113.291671,23.131454;113.291658,23.131766;113.291636,23.13184;113.291636,23.13184;113.291584,23.132279',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿先烈南路向东北步行311米向右前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': '先烈南路',\n",
       "      'distance': '311',\n",
       "      'duration': '249',\n",
       "      'polyline': '113.29158,23.132279;113.291723,23.132318;113.291753,23.132339;113.291897,23.132483;113.291897,23.132483;113.292075,23.132717;113.292075,23.132717;113.292409,23.133125;113.292409,23.133125;113.292669,23.133442;113.292669,23.133442;113.293125,23.134019;113.293125,23.134019;113.293424,23.134384;113.293503,23.134444',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行93米向右前方行走',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '93',\n",
       "      'duration': '74',\n",
       "      'polyline': '113.293503,23.134444;113.293806,23.134531;113.293806,23.134531;113.293898,23.134596;113.293898,23.134596;113.293967,23.134679;113.293997,23.134748;113.294019,23.134983;113.294019,23.134983;113.29401,23.135022',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿先烈中路向东北步行1190米向左前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': '先烈中路',\n",
       "      'distance': '1190',\n",
       "      'duration': '952',\n",
       "      'polyline': '113.294006,23.135022;113.29424,23.135386;113.29424,23.135386;113.294531,23.135799;113.294531,23.135799;113.294926,23.136324;113.294926,23.136324;113.295126,23.136632;113.295126,23.136632;113.295299,23.13691;113.295299,23.13691;113.29536,23.136997;113.29536,23.136997;113.295538,23.137231;113.29579,23.137496;113.29579,23.137496;113.295859,23.137561;113.295859,23.137561;113.296402,23.138064;113.296402,23.138064;113.296736,23.138381;113.296736,23.138381;113.297057,23.138655;113.297118,23.138793;113.297118,23.138793;113.297322,23.138976;113.297322,23.138976;113.297704,23.139319;113.297704,23.139319;113.298346,23.139852;113.298346,23.139852;113.298902,23.140291;113.298902,23.140291;113.29898,23.14036;113.29898,23.14036;113.299145,23.140499;113.299145,23.140499;113.300178,23.141367;113.300178,23.141367;113.30056,23.141684;113.30056,23.141684;113.300742,23.14184;113.300742,23.14184;113.301076,23.142114;113.301076,23.142114;113.301541,23.142587;113.301541,23.142587;113.301892,23.14296',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿永福路向北步行18米向右前方行走',\n",
       "      'orientation': '北',\n",
       "      'road': '永福路',\n",
       "      'distance': '18',\n",
       "      'duration': '14',\n",
       "      'polyline': '113.301892,23.14296;113.301931,23.143121',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿先烈中路步行623米向左前方行走',\n",
       "      'orientation': [],\n",
       "      'road': '先烈中路',\n",
       "      'distance': '623',\n",
       "      'duration': '498',\n",
       "      'polyline': '113.301931,23.143121;113.30201,23.143299;113.302374,23.143659;113.302374,23.143659;113.302891,23.144171;113.303138,23.144358;113.30326,23.14441;113.30326,23.14441;113.30342,23.144601;113.30342,23.144601;113.303594,23.144822;113.303594,23.144822;113.303893,23.145286;113.304227,23.145716;113.304227,23.145716;113.304466,23.145911;113.304631,23.146024;113.305061,23.146246;113.305061,23.146246;113.305156,23.146289;113.305156,23.146289;113.305347,23.146367;113.305347,23.146367;113.305477,23.146419;113.305477,23.146419;113.305881,23.146576;113.305881,23.146576;113.306419,23.146771',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿先烈东路向东北步行667米向右前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': '先烈东路',\n",
       "      'distance': '667',\n",
       "      'duration': '534',\n",
       "      'polyline': '113.306419,23.146771;113.306693,23.14694;113.306797,23.147023;113.306797,23.147023;113.307036,23.147235;113.307036,23.147235;113.307144,23.147361;113.307357,23.147695;113.307357,23.147695;113.307478,23.14793;113.307478,23.14793;113.307678,23.148281;113.307678,23.148281;113.30786,23.148572;113.30786,23.148572;113.308307,23.149049;113.308307,23.149049;113.308659,23.14941;113.308659,23.14941;113.308737,23.149492;113.308737,23.149492;113.308837,23.149596;113.308837,23.149596;113.308967,23.149774;113.308967,23.149774;113.309284,23.150191;113.309284,23.150191;113.309492,23.150456;113.309492,23.150456;113.309644,23.150668;113.309644,23.150668;113.309774,23.150846;113.309774,23.150846;113.310065,23.151241;113.310065,23.151241;113.310291,23.151554;113.310339,23.151602',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿先烈东路向东步行306米直行',\n",
       "      'orientation': '东',\n",
       "      'road': '先烈东路',\n",
       "      'distance': '306',\n",
       "      'duration': '245',\n",
       "      'polyline': '113.310339,23.151602;113.310408,23.151645;113.310547,23.151688;113.310981,23.151697;113.310981,23.151697;113.311515,23.151697;113.311515,23.151697;113.313307,23.151636',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿禺东西路向东步行32米左转',\n",
       "      'orientation': '东',\n",
       "      'road': '禺东西路',\n",
       "      'distance': '32',\n",
       "      'duration': '26',\n",
       "      'polyline': '113.313307,23.151632;113.313628,23.151628',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行22米左转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '22',\n",
       "      'duration': '18',\n",
       "      'polyline': '113.313628,23.151623;113.313741,23.151801',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '1'},\n",
       "     {'instruction': '沿广州大道北步行28米右转',\n",
       "      'orientation': [],\n",
       "      'road': '广州大道北',\n",
       "      'distance': '28',\n",
       "      'duration': '22',\n",
       "      'polyline': '113.313741,23.151801;113.313524,23.151936',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广州大道北向北步行129米',\n",
       "      'orientation': '北',\n",
       "      'road': '广州大道北',\n",
       "      'distance': '129',\n",
       "      'duration': '103',\n",
       "      'polyline': '113.31352,23.151936;113.313472,23.152214;113.313477,23.152374;113.313507,23.152622;113.313559,23.152812;113.313702,23.153069',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广州大道北向东北步行103米右转',\n",
       "      'orientation': '东北',\n",
       "      'road': '广州大道北',\n",
       "      'distance': '103',\n",
       "      'duration': '82',\n",
       "      'polyline': '113.313702,23.153069;113.314063,23.153251;113.314063,23.153251;113.314206,23.153307;113.314262,23.153342;113.314306,23.153398;113.314306,23.153398;113.314488,23.15362',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广园东路辅路向东步行41米右转',\n",
       "      'orientation': '东',\n",
       "      'road': '广园东路辅路',\n",
       "      'distance': '41',\n",
       "      'duration': '33',\n",
       "      'polyline': '113.314488,23.15362;113.314878,23.153524',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行213米右转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '213',\n",
       "      'duration': '170',\n",
       "      'polyline': '113.314878,23.153524;113.314861,23.153437;113.314861,23.153437;113.314549,23.153503;113.314549,23.153503;113.314297,23.153685;113.314297,23.153685;113.314497,23.153941;113.314497,23.153941;113.314379,23.154366;113.314379,23.154366;113.314518,23.154497;113.314518,23.154497;113.31477,23.154731',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '4'},\n",
       "     {'instruction': '向东步行18米左转',\n",
       "      'orientation': '东',\n",
       "      'road': [],\n",
       "      'distance': '18',\n",
       "      'duration': '14',\n",
       "      'polyline': '113.31477,23.154735;113.314939,23.15467',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广州大道北向东北步行48米向左前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': '广州大道北',\n",
       "      'distance': '48',\n",
       "      'duration': '38',\n",
       "      'polyline': '113.314939,23.154666;113.315252,23.155',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广州大道北向北步行12米向右前方行走',\n",
       "      'orientation': '北',\n",
       "      'road': '广州大道北',\n",
       "      'distance': '12',\n",
       "      'duration': '10',\n",
       "      'polyline': '113.315252,23.155;113.31526,23.155113',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广州大道北向北步行3527米向右前方行走',\n",
       "      'orientation': '北',\n",
       "      'road': '广州大道北',\n",
       "      'distance': '3527',\n",
       "      'duration': '2822',\n",
       "      'polyline': '113.31526,23.155113;113.315273,23.155217;113.315299,23.155282;113.315916,23.155955;113.315916,23.155955;113.316623,23.156753;113.316771,23.156957;113.316771,23.156957;113.316871,23.157105;113.317161,23.157687;113.317161,23.157687;113.317214,23.157873;113.317214,23.157873;113.317374,23.158299;113.317374,23.158299;113.317669,23.158958;113.317669,23.158958;113.317739,23.159149;113.317739,23.159149;113.317821,23.159462;113.317821,23.159462;113.31786,23.159635;113.31786,23.159635;113.317886,23.159692;113.317886,23.159692;113.317947,23.16003;113.317947,23.160221;113.317925,23.160408;113.317925,23.160408;113.317804,23.161237;113.317804,23.161237;113.317661,23.161944;113.317422,23.162652;113.317422,23.162652;113.317279,23.16306;113.317279,23.16306;113.317218,23.163299;113.31717,23.163555;113.31717,23.163555;113.317088,23.164084;113.317088,23.164084;113.317057,23.164579;113.317057,23.164579;113.317062,23.164705;113.317062,23.164705;113.317096,23.165148;113.317096,23.165148;113.317144,23.165464;113.317296,23.166128;113.317296,23.166128;113.317387,23.166545;113.317387,23.166545;113.317635,23.167717;113.317808,23.168759;113.317808,23.168759;113.317847,23.16901;113.317847,23.16901;113.317891,23.169349;113.317891,23.169349;113.317947,23.169683;113.317947,23.169683;113.317977,23.169922;113.317977,23.169922;113.318142,23.170946;113.318142,23.170946;113.318251,23.171306;113.318372,23.171597;113.318372,23.171597;113.318394,23.171645;113.318394,23.171645;113.318576,23.17201;113.318576,23.17201;113.318633,23.172118;113.318633,23.172118;113.318746,23.172361;113.318746,23.172361;113.318854,23.172578;113.318854,23.172578;113.31908,23.173038;113.31908,23.173038;113.319479,23.173841;113.319479,23.173841;113.319753,23.174392;113.319753,23.174392;113.319844,23.174596;113.319844,23.174596;113.320043,23.175013;113.320143,23.175256;113.320217,23.175525;113.320217,23.175525;113.320256,23.175716;113.320256,23.175716;113.320286,23.17589;113.320286,23.17589;113.320312,23.176072;113.320312,23.176072;113.320347,23.178077;113.320347,23.178077;113.320356,23.178307;113.320356,23.178307;113.320373,23.178689;113.320373,23.178689;113.320373,23.179036;113.320373,23.179036;113.320386,23.179327;113.320386,23.179327;113.320404,23.179714;113.320456,23.180048;113.320499,23.180221;113.320499,23.180221;113.320595,23.180438;113.320699,23.180629;113.320799,23.180786;113.321003,23.181011;113.321003,23.181011;113.321506,23.181467;113.321506,23.181467;113.321745,23.181675;113.321745,23.181675;113.322231,23.182083;113.322231,23.182083;113.322461,23.182283;113.323003,23.182804;113.323277,23.183034;113.323277,23.183034;113.323385,23.183125;113.323385,23.183125;113.323659,23.183333;113.323659,23.183333;113.324405,23.183963;113.324405,23.183963;113.324562,23.184089;113.324562,23.184089;113.324766,23.184266',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿京溪路向东步行39米向左前方行走',\n",
       "      'orientation': '东',\n",
       "      'road': '京溪路',\n",
       "      'distance': '39',\n",
       "      'duration': '31',\n",
       "      'polyline': '113.324766,23.184266;113.324918,23.184284;113.325148,23.184284',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广州大道北向北步行1826米直行',\n",
       "      'orientation': '北',\n",
       "      'road': '广州大道北',\n",
       "      'distance': '1826',\n",
       "      'duration': '1461',\n",
       "      'polyline': '113.325148,23.18428;113.325339,23.18444;113.325339,23.18444;113.325512,23.184583;113.325512,23.184583;113.326237,23.185182;113.326237,23.185182;113.326549,23.185451;113.326549,23.185451;113.32671,23.18559;113.32671,23.18559;113.326832,23.185694;113.326832,23.185694;113.327153,23.185985;113.327374,23.186241;113.327374,23.186241;113.327652,23.18668;113.327856,23.187214;113.327856,23.187214;113.327908,23.187509;113.327925,23.187786;113.327921,23.188077;113.327921,23.188077;113.327812,23.189714;113.327812,23.189714;113.327808,23.18977;113.327808,23.18977;113.327791,23.189952;113.327791,23.189952;113.327752,23.190347;113.327752,23.190347;113.327721,23.190738;113.327721,23.190738;113.327656,23.191788;113.327656,23.191788;113.327617,23.192148;113.327617,23.192148;113.327561,23.192409;113.327561,23.192409;113.327539,23.192535;113.327539,23.192535;113.327439,23.192886;113.327439,23.192886;113.327378,23.193125;113.327378,23.193125;113.327274,23.19352;113.327274,23.19352;113.327196,23.19378;113.327196,23.19378;113.326953,23.194692;113.326953,23.194692;113.326862,23.195065;113.326862,23.195065;113.32661,23.195959;113.32661,23.195959;113.326411,23.196693;113.326411,23.196693;113.326363,23.196836;113.326363,23.196836;113.326332,23.196944;113.326332,23.196944;113.326228,23.197335;113.326228,23.197335;113.326189,23.197474;113.326189,23.197474;113.326172,23.197548;113.326172,23.197548;113.32615,23.197617;113.32615,23.197617;113.326098,23.197834;113.326098,23.197834;113.32599,23.19829;113.32599,23.19829;113.325968,23.198494;113.325968,23.198494;113.325955,23.198655;113.325955,23.198655;113.325955,23.198854;113.325981,23.199089;113.326042,23.199436;113.326042,23.199436;113.326085,23.199674;113.326085,23.199674;113.326107,23.199744',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿同和路向东北步行2498米左转',\n",
       "      'orientation': '东北',\n",
       "      'road': '同和路',\n",
       "      'distance': '2498',\n",
       "      'duration': '1998',\n",
       "      'polyline': '113.326107,23.199744;113.326237,23.200035;113.326237,23.200035;113.326467,23.200564;113.326467,23.200564;113.326597,23.200855;113.326597,23.200855;113.32674,23.201181;113.32674,23.201181;113.326858,23.201437;113.326858,23.201437;113.327092,23.201962;113.327092,23.201962;113.327717,23.203346;113.327717,23.203346;113.327734,23.20339;113.327734,23.20339;113.327995,23.203967;113.327995,23.203967;113.328069,23.204158;113.328069,23.204158;113.32822,23.20457;113.32822,23.20457;113.328359,23.204983;113.328359,23.204983;113.328442,23.205265;113.328442,23.205265;113.32872,23.206437;113.32872,23.206437;113.328733,23.206502;113.328733,23.206502;113.328945,23.207452;113.328945,23.207452;113.328984,23.207595;113.328984,23.207595;113.329036,23.207925;113.329036,23.207925;113.329106,23.208186;113.329106,23.208186;113.329223,23.208906;113.329223,23.208906;113.329306,23.20974;113.329327,23.210313;113.329327,23.210729;113.329327,23.210729;113.329327,23.210872;113.329327,23.210872;113.329327,23.21112;113.329327,23.21112;113.329327,23.21125;113.329327,23.21125;113.329323,23.211745;113.329323,23.211745;113.329319,23.21263;113.329319,23.21263;113.329319,23.212834;113.329319,23.212834;113.329345,23.213021;113.329345,23.213021;113.329388,23.21332;113.329388,23.21332;113.329497,23.213711;113.329497,23.213711;113.329635,23.214049;113.329635,23.214049;113.329831,23.214414;113.329831,23.214414;113.330069,23.214748;113.330434,23.215143;113.330434,23.215143;113.330647,23.215352;113.331267,23.21589;113.331267,23.21589;113.331641,23.216207;113.331832,23.216341;113.332075,23.216484;113.332326,23.21661;113.332752,23.216762;113.333203,23.216884;113.333503,23.216931;113.333503,23.216931;113.334149,23.216979;113.334149,23.216979;113.335469,23.217066;113.335469,23.217066;113.335812,23.217096;113.336063,23.217144;113.336063,23.217144;113.336363,23.217231;113.336593,23.217331;113.336827,23.217457',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行16米右转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '16',\n",
       "      'duration': '13',\n",
       "      'polyline': '113.336827,23.217457;113.336732,23.217582',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '1'},\n",
       "     {'instruction': '沿同和路向北步行1310米直行',\n",
       "      'orientation': '北',\n",
       "      'road': '同和路',\n",
       "      'distance': '1310',\n",
       "      'duration': '1048',\n",
       "      'polyline': '113.336727,23.217582;113.336849,23.217648;113.336849,23.217648;113.337118,23.217882;113.337118,23.217882;113.337352,23.218151;113.33747,23.21832;113.337643,23.218685;113.337704,23.218867;113.337843,23.219536;113.337843,23.219536;113.337895,23.220087;113.337895,23.220087;113.337934,23.220365;113.337934,23.220365;113.337986,23.220799;113.337986,23.220799;113.338003,23.220955;113.338003,23.220955;113.338025,23.22112;113.338025,23.22112;113.338043,23.221272;113.338043,23.221272;113.338116,23.221814;113.338116,23.221814;113.338155,23.22217;113.338155,23.22217;113.338164,23.222257;113.338164,23.222257;113.338277,23.22316;113.338277,23.22316;113.338398,23.224006;113.338398,23.224006;113.338568,23.22526;113.33862,23.225846;113.33862,23.225846;113.338628,23.22612;113.338628,23.22612;113.338563,23.226645;113.338503,23.22691;113.338503,23.22691;113.338442,23.227109;113.338442,23.227109;113.338299,23.227487;113.338299,23.227487;113.338008,23.228251;113.337956,23.228477;113.337956,23.228477;113.337938,23.228733;113.337943,23.228876;113.337973,23.229028',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿黄庄南路向东北步行1541米直行',\n",
       "      'orientation': '东北',\n",
       "      'road': '黄庄南路',\n",
       "      'distance': '1541',\n",
       "      'duration': '1233',\n",
       "      'polyline': '113.337973,23.229028;113.338025,23.229188;113.338103,23.229349;113.338186,23.229479;113.338286,23.229601;113.338581,23.22987;113.338581,23.22987;113.339141,23.230265;113.339141,23.230265;113.339523,23.230543;113.339523,23.230543;113.339865,23.23082;113.34013,23.231072;113.34013,23.231072;113.34026,23.231224;113.34026,23.231224;113.340473,23.23151;113.340664,23.231806;113.340985,23.232348;113.340985,23.232348;113.341146,23.232582;113.341146,23.232582;113.341354,23.232843;113.341354,23.232843;113.341437,23.232938;113.341437,23.232938;113.341649,23.233207;113.341649,23.233207;113.342053,23.233733;113.342053,23.233733;113.342426,23.23421;113.342426,23.23421;113.342604,23.234453;113.342604,23.234453;113.343116,23.235208;113.343116,23.235208;113.343229,23.235399;113.343229,23.235399;113.343589,23.236024;113.343589,23.236024;113.344015,23.236853;113.344015,23.236853;113.344219,23.237261;113.344219,23.237261;113.344275,23.237365;113.344275,23.237365;113.344505,23.237813;113.344505,23.237813;113.344909,23.238524;113.344909,23.238524;113.345143,23.238902;113.345447,23.239349;113.345447,23.239349;113.345877,23.23997;113.345877,23.23997;113.346272,23.240577',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿黄庄北路向东北步行414米直行',\n",
       "      'orientation': '东北',\n",
       "      'road': '黄庄北路',\n",
       "      'distance': '414',\n",
       "      'duration': '331',\n",
       "      'polyline': '113.346272,23.240577;113.346471,23.240911;113.346471,23.240911;113.346845,23.241597;113.347174,23.242231;113.347174,23.242231;113.347622,23.243047;113.347622,23.243047;113.347852,23.243437;113.347852,23.243437;113.347999,23.243676;113.348121,23.243924',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿大源南路向北步行38米直行',\n",
       "      'orientation': '北',\n",
       "      'road': '大源南路',\n",
       "      'distance': '38',\n",
       "      'duration': '30',\n",
       "      'polyline': '113.348121,23.243924;113.34822,23.244262',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿大源中路向东北步行1125米直行',\n",
       "      'orientation': '东北',\n",
       "      'road': '大源中路',\n",
       "      'distance': '1125',\n",
       "      'duration': '900',\n",
       "      'polyline': '113.34822,23.244262;113.348316,23.244648;113.348316,23.244648;113.348355,23.244818;113.348355,23.244818;113.348403,23.244996;113.348403,23.244996;113.348455,23.2452;113.348637,23.245712;113.348637,23.245712;113.348906,23.246276;113.349089,23.246606;113.349089,23.246606;113.34924,23.246832;113.34924,23.246832;113.349332,23.246962;113.349332,23.246962;113.349622,23.247352;113.349622,23.247352;113.349731,23.247491;113.349731,23.247491;113.350269,23.248147;113.350269,23.248147;113.350326,23.24822;113.350326,23.24822;113.350729,23.248711;113.350729,23.248711;113.350799,23.248798;113.350799,23.248798;113.350838,23.248837;113.350838,23.248837;113.351185,23.249262;113.351185,23.249262;113.351645,23.249826;113.351645,23.249826;113.352279,23.250582;113.352279,23.250582;113.352543,23.250911;113.352543,23.250911;113.352582,23.250959;113.352582,23.250959;113.352643,23.251037;113.352643,23.251037;113.352691,23.251089;113.352691,23.251089;113.352721,23.251128;113.352721,23.251128;113.353003,23.25148;113.353003,23.25148;113.353299,23.25184;113.353299,23.25184;113.353733,23.252405;113.354054,23.252865',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿大源北路向北步行2944米直行',\n",
       "      'orientation': '北',\n",
       "      'road': '大源北路',\n",
       "      'distance': '2944',\n",
       "      'duration': '2355',\n",
       "      'polyline': '113.354054,23.252865;113.354575,23.253646;113.354575,23.253646;113.355443,23.254944;113.355443,23.254944;113.355603,23.255182;113.355603,23.255182;113.355621,23.255213;113.355621,23.255213;113.356224,23.256189;113.356224,23.256189;113.356879,23.257196;113.356879,23.257196;113.356923,23.25727;113.356923,23.25727;113.357053,23.257444;113.357053,23.257444;113.357192,23.257639;113.357192,23.257639;113.357457,23.258012;113.357457,23.258012;113.357609,23.258234;113.357609,23.258234;113.35786,23.258589;113.35786,23.258589;113.35819,23.259102;113.35819,23.259102;113.35829,23.259297;113.358429,23.259648;113.358494,23.259952;113.358511,23.260082;113.35852,23.260378;113.35852,23.260378;113.358507,23.260534;113.358455,23.260812;113.358333,23.261185;113.358333,23.261185;113.358034,23.261862;113.357678,23.262626;113.357678,23.262626;113.357422,23.263064;113.357205,23.263364;113.357205,23.263364;113.356836,23.263772;113.356836,23.263772;113.356784,23.263832;113.356784,23.263832;113.356532,23.264063;113.356332,23.264223;113.356332,23.264223;113.356042,23.264431;113.355729,23.264635;113.354874,23.265165;113.354874,23.265165;113.354145,23.265621;113.354145,23.265621;113.353885,23.265786;113.353885,23.265786;113.353433,23.266068;113.353433,23.266068;113.353021,23.266354;113.353021,23.266354;113.352726,23.266606;113.352726,23.266606;113.352587,23.266762;113.352587,23.266762;113.352457,23.266949;113.352287,23.267231;113.352287,23.267231;113.352161,23.267565;113.352101,23.267834;113.35207,23.268108;113.352079,23.268477;113.352079,23.268477;113.352096,23.268563;113.352157,23.268798;113.3523,23.269193;113.3523,23.269193;113.352474,23.269514;113.352474,23.269514;113.352561,23.269648;113.352561,23.269648;113.353238,23.270729;113.353238,23.270729;113.353346,23.270898;113.353346,23.270898;113.354123,23.272105;113.354123,23.272105;113.354375,23.2725;113.354375,23.2725;113.355152,23.273728;113.355152,23.273728;113.355352,23.274041;113.355352,23.274041;113.355786,23.274748;113.355946,23.275082',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿上南路向北步行71米直行',\n",
       "      'orientation': '北',\n",
       "      'road': '上南路',\n",
       "      'distance': '71',\n",
       "      'duration': '57',\n",
       "      'polyline': '113.355946,23.275082;113.356055,23.275317;113.356055,23.275317;113.356185,23.275694',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿大源北路向北步行24米直行',\n",
       "      'orientation': '北',\n",
       "      'road': '大源北路',\n",
       "      'distance': '24',\n",
       "      'duration': '19',\n",
       "      'polyline': '113.356185,23.275694;113.356237,23.275911',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿上南路向东北步行628米向左前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': '上南路',\n",
       "      'distance': '628',\n",
       "      'duration': '502',\n",
       "      'polyline': '113.356237,23.275911;113.356467,23.276745;113.356467,23.276745;113.356541,23.277036;113.356541,23.277036;113.356793,23.277886;113.356793,23.277886;113.356901,23.278186;113.357122,23.278589;113.357122,23.278589;113.357266,23.278806;113.357266,23.278806;113.357517,23.27911;113.357891,23.279466;113.357891,23.279466;113.358177,23.279705;113.358177,23.279705;113.358251,23.279766;113.358251,23.279766;113.35826,23.279774;113.35826,23.279774;113.358694,23.28013;113.358694,23.28013;113.359106,23.280469;113.359106,23.280469;113.35934,23.28066',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿上南路向北步行521米直行',\n",
       "      'orientation': '北',\n",
       "      'road': '上南路',\n",
       "      'distance': '521',\n",
       "      'duration': '417',\n",
       "      'polyline': '113.35934,23.28066;113.359648,23.281137;113.359648,23.281137;113.359809,23.28145;113.359809,23.28145;113.359844,23.281532;113.359952,23.28184;113.359952,23.28184;113.359974,23.282201;113.359974,23.282457;113.359935,23.282708;113.359865,23.283012;113.359653,23.283733;113.359653,23.283733;113.359375,23.284592;113.359375,23.284592;113.359193,23.285156',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿太和南路向北步行526米向右前方行走',\n",
       "      'orientation': '北',\n",
       "      'road': '太和南路',\n",
       "      'distance': '526',\n",
       "      'duration': '421',\n",
       "      'polyline': '113.359188,23.285156;113.359041,23.285616;113.359041,23.285616;113.358919,23.286024;113.358919,23.286024;113.358841,23.28628;113.358841,23.28628;113.35875,23.286576;113.35875,23.286576;113.358685,23.28684;113.358685,23.28684;113.358464,23.287617;113.358464,23.287617;113.358437,23.287726;113.358437,23.287726;113.358416,23.287821;113.358416,23.287821;113.358398,23.28799;113.358403,23.288186;113.358403,23.288186;113.35842,23.288459;113.35842,23.288459;113.358472,23.288845;113.358472,23.288845;113.358511,23.289206;113.358507,23.289531;113.358507,23.289531;113.358464,23.289848',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿太和中路向西北步行632米直行',\n",
       "      'orientation': '西北',\n",
       "      'road': '太和中路',\n",
       "      'distance': '632',\n",
       "      'duration': '506',\n",
       "      'polyline': '113.358459,23.289848;113.358368,23.290135;113.358025,23.290794;113.358025,23.290794;113.357982,23.290881;113.357982,23.290881;113.357812,23.291155;113.357439,23.291688;113.357439,23.291688;113.357218,23.291927;113.357218,23.291927;113.356823,23.292313;113.356823,23.292313;113.356736,23.292387;113.356736,23.292387;113.356441,23.292669;113.356441,23.292669;113.356354,23.292756;113.356354,23.292756;113.356098,23.293012;113.356098,23.293012;113.355951,23.293147;113.355951,23.293147;113.355226,23.29385;113.355226,23.29385;113.355065,23.29401;113.355065,23.29401;113.354861,23.294223;113.354861,23.294223;113.354792,23.294319;113.354792,23.294319;113.354714,23.29441',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿太和北路向北步行1227米向右前方行走',\n",
       "      'orientation': '北',\n",
       "      'road': '太和北路',\n",
       "      'distance': '1227',\n",
       "      'duration': '982',\n",
       "      'polyline': '113.354709,23.29441;113.354661,23.294475;113.354661,23.294475;113.354431,23.294792;113.354431,23.294792;113.35434,23.294965;113.35434,23.294965;113.354219,23.295256;113.354219,23.295256;113.354119,23.295599;113.354119,23.295599;113.354097,23.295703;113.354097,23.295703;113.354036,23.295981;113.354036,23.295981;113.353984,23.29625;113.353984,23.29625;113.353958,23.296389;113.353958,23.296389;113.353845,23.29694;113.353845,23.29694;113.353563,23.298381;113.353563,23.298381;113.353442,23.298989;113.353381,23.299214;113.353381,23.299214;113.353168,23.30033;113.353168,23.30033;113.353138,23.300512;113.353138,23.300512;113.353121,23.300599;113.353121,23.300599;113.352917,23.301571;113.352917,23.301571;113.352726,23.302504;113.352726,23.302504;113.352639,23.302982;113.352639,23.302982;113.352595,23.303325;113.352595,23.303325;113.3526,23.303602;113.3526,23.303602;113.352661,23.304019;113.352661,23.304019;113.352765,23.304939;113.352765,23.305109;113.35273,23.305295',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从三路向东北步行72米向右前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从三路',\n",
       "      'distance': '72',\n",
       "      'duration': '58',\n",
       "      'polyline': '113.352726,23.305295;113.352882,23.305569;113.352882,23.305569;113.353056,23.305872',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从三路辅路向北步行713米向右前方行走',\n",
       "      'orientation': '北',\n",
       "      'road': '广从三路辅路',\n",
       "      'distance': '713',\n",
       "      'duration': '570',\n",
       "      'polyline': '113.353056,23.305872;113.353194,23.306024;113.353194,23.306024;113.353346,23.306185;113.353346,23.306185;113.353407,23.306259;113.353598,23.306753;113.353598,23.306753;113.353637,23.306845;113.353637,23.306845;113.353872,23.307361;113.354345,23.308594;113.354345,23.308594;113.355056,23.310378;113.355056,23.310378;113.355221,23.310799;113.355221,23.310799;113.35526,23.310911;113.35526,23.310911;113.355339,23.311094;113.355339,23.311094;113.355404,23.311259;113.355404,23.311259;113.355551,23.311632;113.355551,23.311632;113.355573,23.31171;113.355547,23.311884',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从三路向北步行1329米左转',\n",
       "      'orientation': '北',\n",
       "      'road': '广从三路',\n",
       "      'distance': '1329',\n",
       "      'duration': '1063',\n",
       "      'polyline': '113.355543,23.311884;113.355625,23.312214;113.356085,23.313464;113.356085,23.313464;113.356549,23.314826;113.356549,23.314826;113.356892,23.31572;113.357292,23.316823;113.357292,23.316823;113.357396,23.317114;113.357396,23.317114;113.357548,23.317535;113.357548,23.317535;113.357635,23.317773;113.357635,23.317773;113.357704,23.317964;113.357704,23.317964;113.357717,23.31803;113.357717,23.31803;113.35793,23.31862;113.35793,23.31862;113.358181,23.319306;113.358181,23.319306;113.35842,23.31997;113.35842,23.31997;113.358481,23.320156;113.358481,23.320156;113.358555,23.320352;113.358555,23.320352;113.358984,23.321484;113.358984,23.321484;113.359184,23.321944;113.359184,23.321944;113.359783,23.32329',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿大罗罗窑路向西步行11米右转',\n",
       "      'orientation': '西',\n",
       "      'road': '大罗罗窑路',\n",
       "      'distance': '11',\n",
       "      'duration': '9',\n",
       "      'polyline': '113.359783,23.32329;113.359683,23.323312',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向北步行433米直行',\n",
       "      'orientation': '北',\n",
       "      'road': '广从公路',\n",
       "      'distance': '433',\n",
       "      'duration': '346',\n",
       "      'polyline': '113.359679,23.323312;113.359605,23.323607;113.359618,23.32372;113.359631,23.323793;113.359792,23.324149;113.359792,23.324149;113.359952,23.324475;113.360395,23.324909;113.360395,23.324909;113.360486,23.325113;113.360486,23.325113;113.360625,23.325412;113.360625,23.325412;113.360768,23.325803;113.360959,23.326428;113.360959,23.326428;113.361072,23.326923',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从四路向北步行1950米直行',\n",
       "      'orientation': '北',\n",
       "      'road': '广从四路',\n",
       "      'distance': '1950',\n",
       "      'duration': '1560',\n",
       "      'polyline': '113.361072,23.326923;113.361319,23.327921;113.361319,23.327921;113.361393,23.328312;113.361393,23.328312;113.361823,23.330191;113.361823,23.330191;113.361944,23.330707;113.361944,23.330707;113.361984,23.330864;113.361984,23.330864;113.362144,23.331471;113.362144,23.331471;113.362179,23.331602;113.362179,23.331602;113.362287,23.331927;113.362287,23.331927;113.3624,23.332292;113.3624,23.332292;113.362548,23.3327;113.362852,23.333429;113.362852,23.333429;113.363203,23.334223;113.363203,23.334223;113.363498,23.334857;113.363537,23.334918;113.363537,23.334918;113.363898,23.335699;113.363898,23.335699;113.364201,23.336354;113.364201,23.336354;113.36454,23.337135;113.36454,23.337135;113.364813,23.337808;113.364813,23.337808;113.364826,23.337852;113.364826,23.337852;113.365074,23.338498;113.365074,23.338498;113.365417,23.339588;113.365417,23.339588;113.365599,23.340135;113.365599,23.340135;113.365621,23.340221;113.365621,23.340221;113.365842,23.340994;113.365842,23.340994;113.366063,23.341658;113.366063,23.341658;113.366233,23.342209;113.366233,23.342209;113.366554,23.343238;113.366706,23.343806',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向东北步行4359米',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从公路',\n",
       "      'distance': '4359',\n",
       "      'duration': '3487',\n",
       "      'polyline': '113.366706,23.343806;113.366727,23.343898;113.366727,23.343898;113.366775,23.344067;113.366775,23.344067;113.366827,23.344288;113.366827,23.344288;113.366957,23.344852;113.366957,23.344852;113.367062,23.345321;113.367062,23.345321;113.367148,23.345716;113.367248,23.346332;113.367248,23.346332;113.367331,23.346784;113.367331,23.346784;113.367439,23.347109;113.367543,23.347335;113.367543,23.347335;113.367726,23.347652;113.368108,23.348264;113.368268,23.348563;113.368268,23.348563;113.368789,23.349605;113.368789,23.349605;113.369323,23.350712;113.369323,23.350712;113.369488,23.351055;113.369488,23.351055;113.36987,23.351888;113.370122,23.352387;113.370122,23.352387;113.370291,23.352786;113.370291,23.352786;113.370655,23.353524;113.370655,23.353524;113.370838,23.353915;113.370838,23.353915;113.370985,23.354232;113.370985,23.354232;113.371124,23.354497;113.371124,23.354497;113.371228,23.354696;113.371228,23.354696;113.37135,23.354935;113.371597,23.355343;113.371884,23.355747;113.371884,23.355747;113.372192,23.356098;113.372192,23.356098;113.372496,23.356411;113.372496,23.356411;113.372626,23.356541;113.372626,23.356541;113.37299,23.356914;113.37299,23.356914;113.37474,23.358529;113.375135,23.358885;113.375556,23.35921;113.375942,23.359501;113.377643,23.360616;113.37911,23.361528;113.37911,23.361528;113.380126,23.362075;113.380126,23.362075;113.38053,23.362279;113.38053,23.362279;113.381063,23.362548;113.381063,23.362548;113.381437,23.36273;113.381437,23.36273;113.381497,23.36276;113.381497,23.36276;113.381645,23.362834;113.381645,23.362834;113.38197,23.362995;113.38197,23.362995;113.382183,23.363095;113.382183,23.363095;113.382674,23.363342;113.382674,23.363342;113.383056,23.363529;113.383407,23.363724;113.383407,23.363724;113.383863,23.363941;113.383863,23.363941;113.384757,23.364366;113.384757,23.364366;113.385078,23.364527;113.385078,23.364527;113.385412,23.364696;113.385412,23.364696;113.385664,23.364818;113.385664,23.364818;113.387799,23.365864;113.387799,23.365864;113.388646,23.36628;113.388646,23.36628;113.390213,23.367066;113.390213,23.367066;113.390495,23.367227;113.390495,23.367227;113.391042,23.367561;113.391042,23.367561;113.391536,23.367895;113.391536,23.367895;113.392057,23.368294;113.392951,23.369045;113.392951,23.369045;113.393507,23.36951;113.393507,23.36951;113.393971,23.369913;113.393971,23.369913;113.394149,23.370065;113.394149,23.370065;113.394857,23.370668;113.394857,23.370668;113.39523,23.371011',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路辅路向东北步行987米直行',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从公路辅路',\n",
       "      'distance': '987',\n",
       "      'duration': '790',\n",
       "      'polyline': '113.39523,23.371011;113.395391,23.371246;113.395443,23.371302;113.396385,23.372144;113.396385,23.372144;113.397122,23.372791;113.397122,23.372791;113.397491,23.373121;113.397491,23.373121;113.398099,23.373668;113.398099,23.373668;113.39816,23.373724;113.39816,23.373724;113.398338,23.373872;113.398338,23.373872;113.398832,23.374301;113.398832,23.374301;113.399345,23.374718;113.399345,23.374718;113.400577,23.375755;113.400577,23.375755;113.400595,23.375773;113.400595,23.375773;113.400738,23.375894;113.400738,23.375894;113.401029,23.376137;113.401029,23.376137;113.401997,23.376997;113.402127,23.377088;113.402309,23.377127',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向东北步行539米',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从公路',\n",
       "      'distance': '539',\n",
       "      'duration': '431',\n",
       "      'polyline': '113.402309,23.377127;113.403082,23.377795;113.403312,23.377973;113.403312,23.377973;113.403602,23.378168;113.403602,23.378168;113.403737,23.37826;113.403737,23.37826;113.404119,23.378524;113.404592,23.378811;113.404592,23.378811;113.404805,23.378932;113.404805,23.378932;113.405204,23.379149;113.405204,23.379149;113.405872,23.379488;113.405872,23.379488;113.406684,23.379852',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路辅路向东步行906米直行',\n",
       "      'orientation': '东',\n",
       "      'road': '广从公路辅路',\n",
       "      'distance': '906',\n",
       "      'duration': '725',\n",
       "      'polyline': '113.406684,23.379852;113.406827,23.379957;113.406997,23.380004;113.406997,23.380004;113.40855,23.38046;113.410139,23.380898;113.410139,23.380898;113.410343,23.380959;113.410343,23.380959;113.410994,23.381141;113.410994,23.381141;113.411359,23.381233;113.411359,23.381233;113.414792,23.382127;113.414792,23.382127;113.414909,23.382153;113.414909,23.382153;113.41503,23.382179;113.415195,23.382174',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向东步行2042米向左前方行走',\n",
       "      'orientation': '东',\n",
       "      'road': '广从公路',\n",
       "      'distance': '2042',\n",
       "      'duration': '1634',\n",
       "      'polyline': '113.415195,23.38217;113.415968,23.382378;113.415968,23.382378;113.416463,23.382513;113.416463,23.382513;113.416706,23.382578;113.416706,23.382578;113.416984,23.382648;113.416984,23.382648;113.41796,23.382917;113.41796,23.382917;113.418103,23.38296;113.418103,23.38296;113.418494,23.383064;113.418494,23.383064;113.419661,23.383377;113.419661,23.383377;113.420577,23.383628;113.420577,23.383628;113.421589,23.383902;113.421589,23.383902;113.4223,23.384097;113.4223,23.384097;113.422713,23.384197;113.422713,23.384197;113.423038,23.38428;113.423038,23.38428;113.423164,23.384306;113.423164,23.384306;113.423919,23.384449;113.423919,23.384449;113.424353,23.384505;113.424353,23.384505;113.425148,23.384553;113.425148,23.384553;113.425412,23.384562;113.425412,23.384562;113.425977,23.384579;113.425977,23.384579;113.426237,23.384583;113.426237,23.384583;113.426389,23.384583;113.426389,23.384583;113.42674,23.384596;113.42674,23.384596;113.42691,23.384601;113.42691,23.384601;113.427075,23.384601;113.427075,23.384601;113.427344,23.384605;113.427344,23.384605;113.427639,23.384609;113.427639,23.384609;113.428585,23.384635;113.428585,23.384635;113.428893,23.38464;113.428893,23.38464;113.42951,23.384653;113.42951,23.384653;113.430265,23.384666;113.430265,23.384666;113.430738,23.384674;113.430738,23.384674;113.431272,23.384687;113.431272,23.384687;113.432014,23.384709;113.432014,23.384709;113.432296,23.384714;113.432296,23.384714;113.432678,23.384727;113.432678,23.384727;113.432964,23.38474;113.432964,23.38474;113.433468,23.384805;113.433468,23.384805;113.433715,23.384848;113.433715,23.384848;113.434058,23.384939;113.434475,23.385074;113.434475,23.385074;113.434926,23.385256',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路辅路向东北步行942米直行',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从公路辅路',\n",
       "      'distance': '942',\n",
       "      'duration': '754',\n",
       "      'polyline': '113.434926,23.385256;113.435104,23.385434;113.43559,23.385686;113.43559,23.385686;113.436124,23.385959;113.437687,23.38671;113.437687,23.38671;113.438659,23.387183;113.438659,23.387183;113.439353,23.38753;113.439353,23.38753;113.44013,23.387895;113.44013,23.387895;113.440894,23.388264;113.440894,23.388264;113.44194,23.388737;113.442435,23.388898;113.442769,23.388984;113.442769,23.388984;113.44316,23.389045',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向东北步行3675米直行',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从公路',\n",
       "      'distance': '3675',\n",
       "      'duration': '2940',\n",
       "      'polyline': '113.44316,23.389045;113.445395,23.38974;113.44605,23.38997;113.44605,23.38997;113.446545,23.390182;113.446545,23.390182;113.446875,23.390339;113.447218,23.39053;113.447865,23.390946;113.447865,23.390946;113.448264,23.391259;113.448589,23.391549;113.448589,23.391549;113.448889,23.391836;113.449201,23.392183;113.449436,23.392483;113.449744,23.392921;113.449744,23.392921;113.450226,23.393711;113.450226,23.393711;113.450412,23.394032;113.450412,23.394032;113.450894,23.394831;113.450894,23.394831;113.451137,23.395239;113.451137,23.395239;113.452023,23.396736;113.452023,23.396736;113.452435,23.397448;113.452435,23.397448;113.452604,23.397739;113.452604,23.397739;113.452687,23.397878;113.452687,23.397878;113.452747,23.397969;113.452747,23.397969;113.453351,23.398915;113.453351,23.398915;113.454045,23.400004;113.454045,23.400004;113.454197,23.400204;113.454197,23.400204;113.454549,23.400699;113.454549,23.400699;113.454887,23.401159;113.454887,23.401159;113.455182,23.401558;113.455182,23.401558;113.455221,23.40161;113.455221,23.40161;113.455391,23.401832;113.455391,23.401832;113.455582,23.402092;113.455582,23.402092;113.455977,23.402648;113.455977,23.402648;113.456519,23.403338;113.456519,23.403338;113.456923,23.403859;113.456923,23.403859;113.457031,23.403997;113.457031,23.403997;113.457287,23.404332;113.457287,23.404332;113.457587,23.404705;113.457587,23.404705;113.458585,23.405907;113.458585,23.405907;113.459896,23.4076;113.459896,23.4076;113.459983,23.4077;113.459983,23.4077;113.460651,23.408529;113.460651,23.408529;113.460812,23.408641;113.461463,23.409193;113.461463,23.409193;113.461615,23.409319;113.461615,23.409319;113.461858,23.409523;113.461858,23.409523;113.462882,23.410373;113.462882,23.410373;113.463416,23.410816;113.463416,23.410816;113.46375,23.411107;113.46375,23.411107;113.464054,23.41135;113.464054,23.41135;113.464497,23.411693;113.464497,23.411693;113.464978,23.412092;113.464978,23.412092;113.465573,23.412613;113.465573,23.412613;113.466254,23.413177;113.466254,23.413177;113.466558,23.413433',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路辅路向东北步行462米直行',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从公路辅路',\n",
       "      'distance': '462',\n",
       "      'duration': '370',\n",
       "      'polyline': '113.466558,23.413433;113.467092,23.413967;113.467092,23.413967;113.467253,23.414123;113.467253,23.414123;113.468199,23.414939;113.468199,23.414939;113.469145,23.41576;113.469145,23.41576;113.469549,23.416081;113.469549,23.416081;113.469848,23.416328',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从十路辅路向东北步行408米直行',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从十路辅路',\n",
       "      'distance': '408',\n",
       "      'duration': '326',\n",
       "      'polyline': '113.469848,23.416328;113.470191,23.416597;113.470304,23.416701;113.470304,23.416701;113.470503,23.416853;113.470503,23.416853;113.470725,23.417062;113.470725,23.417062;113.472509,23.41852;113.472882,23.418737',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从十路向东北步行774米直行',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从十路',\n",
       "      'distance': '774',\n",
       "      'duration': '619',\n",
       "      'polyline': '113.472882,23.418737;113.472973,23.418828;113.472973,23.418828;113.473251,23.419128;113.473251,23.419128;113.473286,23.419162;113.473286,23.419162;113.473416,23.419314;113.473416,23.419314;113.473633,23.419575;113.473633,23.419575;113.473737,23.419696;113.473737,23.419696;113.473945,23.419952;113.473945,23.419952;113.47428,23.420521;113.47428,23.420521;113.474614,23.421085;113.474614,23.421085;113.474822,23.421415;113.474822,23.421415;113.474965,23.421662;113.474965,23.421662;113.475317,23.422244;113.475317,23.422244;113.475677,23.422839;113.475677,23.422839;113.47582,23.423086;113.47582,23.423086;113.476172,23.423668;113.476172,23.423668;113.476341,23.423945;113.476341,23.423945;113.476827,23.424757',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向东北步行195米',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从南路',\n",
       "      'distance': '195',\n",
       "      'duration': '156',\n",
       "      'polyline': '113.476827,23.424757;113.477591,23.426033;113.477691,23.426254;113.477691,23.426254;113.477721,23.426324',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向东北步行471米向左前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '471',\n",
       "      'duration': '377',\n",
       "      'polyline': '113.477721,23.426324;113.477947,23.42697;113.477947,23.42697;113.478095,23.427196;113.478477,23.427839;113.478477,23.427839;113.47878,23.428381;113.47878,23.428381;113.479362,23.429401;113.479796,23.430135',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路步行46米向右后方行走',\n",
       "      'orientation': [],\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '46',\n",
       "      'duration': '37',\n",
       "      'polyline': '113.479796,23.430135;113.479839,23.430304;113.479839,23.430304;113.479831,23.430443;113.479748,23.430516',\n",
       "      'action': '向右后方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿太平西路向东步行26米左转',\n",
       "      'orientation': '东',\n",
       "      'road': '太平西路',\n",
       "      'distance': '26',\n",
       "      'duration': '21',\n",
       "      'polyline': '113.479744,23.430516;113.479996,23.430456',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向东北步行484米直行',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '484',\n",
       "      'duration': '387',\n",
       "      'polyline': '113.479996,23.430451;113.480048,23.430534;113.480048,23.430534;113.480312,23.430911;113.480312,23.430911;113.48043,23.431055;113.48043,23.431055;113.48056,23.431207;113.48056,23.431207;113.480681,23.431363;113.480681,23.431363;113.481359,23.431975;113.481359,23.431975;113.481458,23.432053;113.481458,23.432053;113.482105,23.432609;113.482105,23.432609;113.482635,23.433047;113.482635,23.433047;113.482917,23.433251;113.483112,23.433355;113.483112,23.433355;113.48339,23.433481',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向东北步行1230米向左前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从南路',\n",
       "      'distance': '1230',\n",
       "      'duration': '984',\n",
       "      'polyline': '113.48339,23.433481;113.483442,23.43352;113.483442,23.43352;113.483533,23.433585;113.483533,23.433585;113.483802,23.433811;113.483802,23.433811;113.484028,23.434015;113.484028,23.434015;113.485143,23.435026;113.485143,23.435026;113.485412,23.435278;113.485412,23.435278;113.485495,23.435369;113.485495,23.435369;113.485725,23.435577;113.485725,23.435577;113.486011,23.435846;113.486011,23.435846;113.487005,23.436814;113.487005,23.436814;113.487491,23.437274;113.487491,23.437274;113.48776,23.437552;113.48776,23.437552;113.48809,23.437938;113.488446,23.438437;113.488737,23.438963;113.488889,23.439297;113.488889,23.439297;113.489089,23.439796;113.489232,23.440295;113.489232,23.440295;113.48947,23.441363;113.48947,23.441363;113.489575,23.441819;113.489575,23.441819;113.489735,23.442595',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向北步行19米向右前方行走',\n",
       "      'orientation': '北',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '19',\n",
       "      'duration': '15',\n",
       "      'polyline': '113.489735,23.442595;113.489688,23.442769',\n",
       "      'action': '向右前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向北步行1228米直行',\n",
       "      'orientation': '北',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '1228',\n",
       "      'duration': '982',\n",
       "      'polyline': '113.489683,23.442769;113.489753,23.443069;113.489753,23.443069;113.489926,23.443872;113.489926,23.443872;113.490148,23.444957;113.490148,23.444957;113.490399,23.446089;113.490399,23.446089;113.490438,23.446228;113.490438,23.446228;113.49049,23.446493;113.49049,23.446493;113.490629,23.447044;113.490629,23.447044;113.49066,23.447192;113.49066,23.447192;113.490742,23.447569;113.490742,23.447569;113.491141,23.449397;113.491141,23.449397;113.491293,23.450122;113.491293,23.450122;113.491324,23.450252;113.491324,23.450252;113.491484,23.450951;113.491484,23.450951;113.491589,23.451393;113.491589,23.451393;113.491736,23.452031;113.491736,23.452031;113.491758,23.45214;113.491758,23.45214;113.491858,23.452587;113.491858,23.452587;113.491918,23.452878;113.492079,23.45355;113.492188,23.453676',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向东北步行3128米向左前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从南路',\n",
       "      'distance': '3128',\n",
       "      'duration': '2502',\n",
       "      'polyline': '113.492188,23.453676;113.492491,23.454887;113.492691,23.455508;113.493003,23.456254;113.493199,23.456649;113.493407,23.457023;113.493407,23.457023;113.49355,23.457257;113.49355,23.457257;113.493711,23.457491;113.493711,23.457491;113.494015,23.457917;113.494015,23.457917;113.494106,23.45803;113.494106,23.45803;113.494358,23.458342;113.494358,23.458342;113.494878,23.458958;113.494878,23.458958;113.495239,23.459379;113.495239,23.459379;113.496024,23.46033;113.496024,23.46033;113.496146,23.460482;113.496146,23.460482;113.496298,23.460686;113.496298,23.460686;113.496549,23.461063;113.496719,23.461372;113.497539,23.463073;113.497539,23.463073;113.498433,23.464961;113.498433,23.464961;113.498472,23.465052;113.498472,23.465052;113.499089,23.466337;113.499089,23.466337;113.499327,23.466775;113.49954,23.467092;113.49954,23.467092;113.499809,23.467409;113.500126,23.467743;113.500126,23.467743;113.500417,23.46799;113.500846,23.468286;113.501072,23.46842;113.501845,23.468828;113.501845,23.468828;113.502769,23.46931;113.502769,23.46931;113.503498,23.469692;113.503498,23.469692;113.504913,23.470412;113.504913,23.470412;113.50533,23.470638;113.50533,23.470638;113.506819,23.471415;113.506819,23.471415;113.507756,23.471897;113.507756,23.471897;113.507843,23.47194;113.507843,23.47194;113.508199,23.472118;113.509518,23.472678;113.51026,23.472938;113.51128,23.47326;113.51128,23.47326;113.511944,23.473459',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向东步行755米直行',\n",
       "      'orientation': '东',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '755',\n",
       "      'duration': '604',\n",
       "      'polyline': '113.511944,23.473459;113.512157,23.47365;113.513464,23.474041;113.513464,23.474041;113.515052,23.47454;113.515052,23.47454;113.515317,23.474622;113.515317,23.474622;113.515378,23.474644;113.515378,23.474644;113.515547,23.474696;113.515547,23.474696;113.515729,23.474757;113.515729,23.474757;113.516081,23.474861;113.516081,23.474861;113.517118,23.475191;113.517118,23.475191;113.517318,23.475247;113.517318,23.475247;113.517491,23.475308;113.517491,23.475308;113.517543,23.475326;113.517543,23.475326;113.518012,23.475473;113.518012,23.475473;113.518585,23.475647;113.51895,23.475668',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向东北步行885米向左前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从南路',\n",
       "      'distance': '885',\n",
       "      'duration': '708',\n",
       "      'polyline': '113.51895,23.475668;113.519431,23.475803;113.519818,23.475946;113.520412,23.476224;113.520412,23.476224;113.521033,23.476558;113.521033,23.476558;113.522474,23.477352;113.522474,23.477352;113.523451,23.477895;113.523793,23.478099;113.524062,23.478281;113.524062,23.478281;113.524358,23.478516;113.524609,23.478746;113.524948,23.479089;113.525898,23.480239;113.525898,23.480239;113.525907,23.480243',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路向东北步行268米向左前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从南路',\n",
       "      'distance': '268',\n",
       "      'duration': '214',\n",
       "      'polyline': '113.525907,23.480243;113.526237,23.480686;113.526237,23.480686;113.527418,23.482231',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从南路辅路向东北步行343米直行',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从南路辅路',\n",
       "      'distance': '343',\n",
       "      'duration': '274',\n",
       "      'polyline': '113.527418,23.482231;113.527457,23.482465;113.5277,23.482782;113.5277,23.482782;113.528051,23.48322;113.528051,23.48322;113.528364,23.483598;113.529049,23.484488;113.529049,23.484488;113.529297,23.484796',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从北路辅路向东北步行369米直行',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从北路辅路',\n",
       "      'distance': '369',\n",
       "      'duration': '295',\n",
       "      'polyline': '113.529297,23.484796;113.529358,23.484883;113.529358,23.484883;113.52954,23.485126;113.52954,23.485126;113.53056,23.486411;113.53099,23.486884;113.53099,23.486884;113.531393,23.487266;113.531597,23.487352',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从北路向东北步行337米直行',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从北路',\n",
       "      'distance': '337',\n",
       "      'duration': '270',\n",
       "      'polyline': '113.531597,23.487352;113.532088,23.48773;113.532622,23.488082;113.532622,23.488082;113.533155,23.488377;113.533155,23.488377;113.533659,23.488624;113.533659,23.488624;113.534431,23.488928',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿广从公路向东北步行8255米向左前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': '广从公路',\n",
       "      'distance': '8255',\n",
       "      'duration': '6604',\n",
       "      'polyline': '113.534431,23.488928;113.534826,23.489058;113.535308,23.489184;113.535308,23.489184;113.535503,23.489236;113.535503,23.489236;113.536115,23.489397;113.536115,23.489397;113.536536,23.489501;113.536536,23.489501;113.538915,23.490104;113.538915,23.490104;113.541241,23.490694;113.541241,23.490694;113.541302,23.490716;113.541302,23.490716;113.541936,23.490929;113.542335,23.491115;113.542943,23.491528;113.542943,23.491528;113.543585,23.491992;113.543585,23.491992;113.54441,23.492569;113.544913,23.492973;113.545299,23.493316;113.545299,23.493316;113.54546,23.493459;113.54546,23.493459;113.545486,23.493481;113.545486,23.493481;113.545608,23.493589;113.546293,23.493976;113.546293,23.493976;113.546797,23.494219;113.546797,23.494219;113.547361,23.494484;113.548637,23.495174;113.548637,23.495174;113.548793,23.495256;113.548793,23.495256;113.550373,23.496115;113.550373,23.496115;113.552687,23.497352;113.552687,23.497352;113.553741,23.497917;113.553741,23.497917;113.554115,23.498129;113.554115,23.498129;113.554531,23.498377;113.554531,23.498377;113.554874,23.498594;113.554874,23.498594;113.555226,23.498859;113.555226,23.498859;113.555473,23.499054;113.555473,23.499054;113.556372,23.499826;113.556693,23.500065;113.557148,23.50036;113.557348,23.500469;113.557348,23.500469;113.557799,23.500681;113.557799,23.500681;113.558216,23.500842;113.558216,23.500842;113.55908,23.501168;113.55908,23.501168;113.559462,23.501319;113.559462,23.501319;113.559787,23.501445;113.559787,23.501445;113.560039,23.501536;113.560039,23.501536;113.562313,23.502405;113.562313,23.502405;113.563537,23.502869;113.563537,23.502869;113.56503,23.503446;113.56503,23.503446;113.565686,23.503702;113.566128,23.503915;113.566589,23.504201;113.566892,23.504431;113.566892,23.504431;113.567214,23.504727;113.567526,23.505069;113.567526,23.505069;113.56786,23.505538;113.56786,23.505538;113.568494,23.506567;113.568494,23.506567;113.568737,23.506962;113.568737,23.506962;113.569336,23.50793;113.569336,23.50793;113.569479,23.508186;113.569479,23.508186;113.570234,23.509414;113.570417,23.50967;113.570655,23.50997;113.57092,23.510256;113.57092,23.510256;113.571224,23.510564;113.571476,23.510768;113.571476,23.510768;113.571545,23.51082;113.571545,23.51082;113.5724,23.511402;113.5724,23.511402;113.573025,23.511819;113.573958,23.512361;113.573958,23.512361;113.574431,23.512591;113.574431,23.512591;113.575382,23.512999;113.576003,23.513229;113.576003,23.513229;113.576706,23.513477;113.576706,23.513477;113.57701,23.513585;113.57701,23.513585;113.578581,23.514136;113.579102,23.514349;113.579102,23.514349;113.579327,23.514462;113.579679,23.514661;113.580052,23.514909;113.580052,23.514909;113.580686,23.515408;113.580686,23.515408;113.580864,23.515547;113.580864,23.515547;113.581237,23.515864;113.581237,23.515864;113.581745,23.516285;113.581745,23.516285;113.581871,23.516389;113.581871,23.516389;113.582122,23.516615;113.582122,23.516615;113.582969,23.517309;113.582969,23.517309;113.58424,23.518368;113.58424,23.518368;113.584531,23.518615;113.584531,23.518615;113.58467,23.518728;113.58467,23.518728;113.585638,23.519523;113.585638,23.519523;113.586029,23.519848;113.586424,23.520169;113.586424,23.520169;113.586806,23.520477;113.587287,23.520842;113.587552,23.52102;113.588103,23.521337;113.588103,23.521337;113.588537,23.521549;113.589162,23.521806;113.589162,23.521806;113.589262,23.52184;113.589262,23.52184;113.589575,23.521944;113.589575,23.521944;113.590048,23.52207;113.590048,23.52207;113.590534,23.52217;113.590534,23.52217;113.591102,23.522257;113.59168,23.5223;113.59168,23.5223;113.591771,23.522305;113.591771,23.522305;113.591862,23.522318;113.591862,23.522318;113.593581,23.522452;113.593581,23.522452;113.593876,23.522478;113.593876,23.522478;113.594809,23.522552;113.594809,23.522552;113.595382,23.522591;113.595382,23.522591;113.595955,23.52263;113.595955,23.52263;113.597174,23.52273;113.597174,23.52273;113.597973,23.522795;113.597973,23.522795;113.599119,23.522886;113.599119,23.522886;113.599701,23.522947;113.599957,23.523008;113.600326,23.523134;113.600629,23.523281;113.600629,23.523281;113.600881,23.523451;113.601185,23.523711;113.601185,23.523711;113.601332,23.523872;113.601597,23.524214;113.601597,23.524214;113.60178,23.524453;113.60178,23.524453;113.60178,23.524718;113.60178,23.524718;113.601771,23.524865;113.601771,23.524865;113.602148,23.524939;113.602148,23.524939;113.60227,23.525104',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行31米右转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '31',\n",
       "      'duration': '25',\n",
       "      'polyline': '113.60227,23.525104;113.602205,23.525386',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '1'},\n",
       "     {'instruction': '沿从城大道步行52米直行',\n",
       "      'orientation': [],\n",
       "      'road': '从城大道',\n",
       "      'distance': '52',\n",
       "      'duration': '42',\n",
       "      'polyline': '113.602201,23.525386;113.60224,23.525395;113.60224,23.525395;113.602444,23.525486;113.602652,23.525616',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿环市东路向东北步行20米向左前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': '环市东路',\n",
       "      'distance': '20',\n",
       "      'duration': '16',\n",
       "      'polyline': '113.602652,23.525616;113.602765,23.525773',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿环市东路步行59米右转',\n",
       "      'orientation': [],\n",
       "      'road': '环市东路',\n",
       "      'distance': '59',\n",
       "      'duration': '47',\n",
       "      'polyline': '113.602765,23.525773;113.602882,23.526137;113.602904,23.526289',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行24米左转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '24',\n",
       "      'duration': '19',\n",
       "      'polyline': '113.602904,23.526289;113.603138,23.526233',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '1'},\n",
       "     {'instruction': '沿环市东路向东北步行12米向左前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': '环市东路',\n",
       "      'distance': '12',\n",
       "      'duration': '10',\n",
       "      'polyline': '113.603138,23.526228;113.603216,23.526306',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '步行37米右转',\n",
       "      'orientation': [],\n",
       "      'road': [],\n",
       "      'distance': '37',\n",
       "      'duration': '30',\n",
       "      'polyline': '113.603216,23.526306;113.603212,23.52648;113.603212,23.52648;113.603199,23.526641',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '1'},\n",
       "     {'instruction': '沿河东南路步行36米向左前方行走',\n",
       "      'orientation': [],\n",
       "      'road': '河东南路',\n",
       "      'distance': '36',\n",
       "      'duration': '29',\n",
       "      'polyline': '113.603194,23.526632;113.603286,23.526632;113.603286,23.526632;113.603559,23.526632',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿环市东路向东北步行1013米右转',\n",
       "      'orientation': '东北',\n",
       "      'road': '环市东路',\n",
       "      'distance': '1013',\n",
       "      'duration': '810',\n",
       "      'polyline': '113.603559,23.526632;113.604384,23.527326;113.604384,23.527326;113.604948,23.527782;113.604948,23.527782;113.605894,23.528576;113.605894,23.528576;113.606124,23.528776;113.60638,23.529028;113.60638,23.529028;113.60648,23.529141;113.60648,23.529141;113.606641,23.52934;113.606862,23.529683;113.606862,23.529683;113.606984,23.529926;113.606984,23.529926;113.607244,23.530547;113.607244,23.530547;113.607678,23.531623;113.607678,23.531623;113.607795,23.53191;113.607795,23.53191;113.608008,23.532444;113.608008,23.532444;113.608238,23.532986;113.608238,23.532986;113.608733,23.534223',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿从樟一路向东步行14米左转',\n",
       "      'orientation': '东',\n",
       "      'road': '从樟一路',\n",
       "      'distance': '14',\n",
       "      'duration': '11',\n",
       "      'polyline': '113.608733,23.534223;113.608867,23.534223',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿环市东路向北步行3209米右转',\n",
       "      'orientation': '北',\n",
       "      'road': '环市东路',\n",
       "      'distance': '3209',\n",
       "      'duration': '2567',\n",
       "      'polyline': '113.608867,23.534219;113.609275,23.535247;113.609449,23.535911;113.609549,23.536532;113.609549,23.536532;113.609601,23.537161;113.609601,23.53763;113.609601,23.53763;113.609562,23.538303;113.609562,23.538303;113.609501,23.538681;113.609301,23.539657;113.609301,23.539657;113.609102,23.54056;113.609102,23.54056;113.608911,23.54148;113.608911,23.54148;113.608537,23.543194;113.608537,23.543194;113.608494,23.543416;113.608494,23.543416;113.608364,23.544049;113.608364,23.544049;113.608338,23.544175;113.608338,23.544175;113.608277,23.544497;113.608216,23.545056;113.60822,23.54566;113.60826,23.54615;113.60826,23.54615;113.608329,23.546966;113.608329,23.546966;113.608359,23.547261;113.608359,23.547261;113.608411,23.547522;113.608533,23.547917;113.608533,23.547917;113.608702,23.548242;113.608967,23.548637;113.608967,23.548637;113.609067,23.548741;113.609067,23.548741;113.60951,23.549158;113.60951,23.549158;113.610061,23.549605;113.610061,23.549605;113.610547,23.549996;113.610547,23.549996;113.611241,23.550573;113.611471,23.550807;113.611602,23.550964;113.611884,23.55135;113.612066,23.551654;113.612188,23.551944;113.612188,23.551944;113.612339,23.552335;113.612339,23.552335;113.612652,23.553177;113.612652,23.553177;113.612678,23.553247;113.612678,23.553247;113.612752,23.553438;113.612752,23.553438;113.612773,23.553511;113.612773,23.553511;113.613134,23.554414;113.613424,23.554922;113.613424,23.554922;113.613624,23.555213;113.613624,23.555213;113.613828,23.555486;113.613828,23.555486;113.614089,23.555786;113.614089,23.555786;113.615208,23.556901;113.615208,23.556901;113.61579,23.55747;113.61579,23.55747;113.617622,23.559266;113.617622,23.559266;113.618247,23.559887',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿灌村路向东步行781米直行',\n",
       "      'orientation': '东',\n",
       "      'road': '灌村路',\n",
       "      'distance': '781',\n",
       "      'duration': '625',\n",
       "      'polyline': '113.618247,23.559887;113.618351,23.559844;113.61855,23.5598;113.619184,23.559731;113.619184,23.559731;113.619423,23.55974;113.619423,23.55974;113.619575,23.559757;113.620221,23.559922;113.62151,23.560221;113.621771,23.560312;113.621931,23.560417;113.622044,23.560521;113.622656,23.561181;113.622999,23.561589;113.623212,23.561766;113.623485,23.561905;113.624427,23.562179;113.624983,23.562361',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿政通路向东北步行2161米直行',\n",
       "      'orientation': '东北',\n",
       "      'road': '政通路',\n",
       "      'distance': '2161',\n",
       "      'duration': '1729',\n",
       "      'polyline': '113.624983,23.562361;113.625959,23.562678;113.62625,23.562799;113.626571,23.562999;113.627409,23.563646;113.627569,23.563811;113.627661,23.563945;113.628056,23.564588;113.628255,23.565022;113.628355,23.565169;113.629058,23.565794;113.629592,23.566454;113.630109,23.566879;113.630109,23.566879;113.630451,23.567153;113.630451,23.567153;113.630764,23.567383;113.630764,23.567383;113.630942,23.567522;113.631085,23.567652;113.631215,23.56783;113.631276,23.567943;113.631276,23.567943;113.631437,23.568333;113.631437,23.568333;113.631697,23.568993;113.631797,23.569154;113.631849,23.569219;113.631988,23.569314;113.632374,23.569488;113.632773,23.569631;113.633064,23.569683;113.633064,23.569683;113.633247,23.569692;113.633247,23.569692;113.633481,23.569679;113.63375,23.569618;113.63533,23.569063;113.63648,23.568681;113.63648,23.568681;113.636832,23.568581;113.636832,23.568581;113.637205,23.56852;113.637205,23.56852;113.637426,23.568507;113.637695,23.568524;113.638051,23.568607;113.638394,23.568741;113.638898,23.569002;113.638898,23.569002;113.640404,23.569818;113.640647,23.569974;113.640859,23.570152;113.640859,23.570152;113.640959,23.57026;113.641163,23.570521;113.641163,23.570521;113.641432,23.570816',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿石海工业大道向东步行387米',\n",
       "      'orientation': '东',\n",
       "      'road': '石海工业大道',\n",
       "      'distance': '387',\n",
       "      'duration': '310',\n",
       "      'polyline': '113.641432,23.570816;113.641632,23.570998;113.641632,23.570998;113.641975,23.571224;113.642322,23.571406;113.642543,23.571497;113.642925,23.571628;113.643043,23.571649;113.643286,23.57168;113.643507,23.57168;113.643507,23.57168;113.643963,23.57168;113.643963,23.57168;113.644614,23.571671;113.644878,23.571701;113.64497,23.571727',\n",
       "      'action': [],\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿石海工业大道向东北步行1451米向左前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': '石海工业大道',\n",
       "      'distance': '1451',\n",
       "      'duration': '1161',\n",
       "      'polyline': '113.64497,23.571727;113.645247,23.571862;113.645247,23.571862;113.645964,23.572365;113.646198,23.572561;113.646415,23.572773;113.646415,23.572773;113.646606,23.572956;113.646606,23.572956;113.646788,23.573151;113.646788,23.573151;113.647274,23.573637;113.647405,23.57375;113.647405,23.57375;113.649236,23.575178;113.649236,23.575178;113.649579,23.575447;113.649579,23.575447;113.64967,23.57553;113.64967,23.57553;113.650373,23.576089;113.650373,23.576089;113.650677,23.576328;113.650677,23.576328;113.651432,23.576936;113.651432,23.576936;113.651649,23.577101;113.651649,23.577101;113.651997,23.577383;113.651997,23.577383;113.652448,23.5777;113.652708,23.57786;113.652708,23.57786;113.653424,23.578242;113.653424,23.578242;113.653676,23.578368;113.653676,23.578368;113.654562,23.578845;113.654562,23.578845;113.654913,23.579019;113.655087,23.579084;113.65605,23.579306;113.65605,23.579306;113.656406,23.579358',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿桃园西路向东北步行2775米直行',\n",
       "      'orientation': '东北',\n",
       "      'road': '桃园西路',\n",
       "      'distance': '2775',\n",
       "      'duration': '2220',\n",
       "      'polyline': '113.656406,23.579358;113.656593,23.579484;113.656719,23.57964;113.656719,23.57964;113.65724,23.580217;113.657292,23.580304;113.6574,23.580612;113.6574,23.580612;113.657431,23.580773;113.657483,23.582105;113.657483,23.582231;113.657474,23.582339;113.657435,23.582439;113.657383,23.582535;113.657161,23.582847;113.65707,23.583025;113.656984,23.583255;113.656892,23.583568;113.656879,23.583676;113.656879,23.58378;113.656905,23.583919;113.657057,23.584449;113.657109,23.584566;113.657322,23.584891;113.657322,23.584891;113.657478,23.585156;113.657543,23.585365;113.657543,23.585365;113.657691,23.586688;113.657743,23.586931;113.657813,23.587135;113.65875,23.589401;113.65875,23.589401;113.658819,23.589588;113.658819,23.589588;113.65911,23.590226;113.659627,23.591046;113.659627,23.591046;113.659826,23.591389;113.659926,23.591589;113.66046,23.592799;113.66046,23.592799;113.660543,23.593021;113.660725,23.593594;113.660825,23.593885;113.660903,23.594028;113.660903,23.594028;113.661146,23.59441;113.661306,23.594601;113.661558,23.594844;113.661558,23.594844;113.662235,23.59543;113.662235,23.59543;113.663472,23.596506;113.663472,23.596506;113.663741,23.596775;113.663741,23.596775;113.664067,23.597135;113.664397,23.597617;113.664397,23.597617;113.664792,23.598234;113.664792,23.598234;113.665252,23.59878;113.665252,23.59878;113.665282,23.598819;113.665282,23.598819;113.665516,23.599089;113.665516,23.599089;113.665777,23.599358;113.665777,23.599358;113.665951,23.599501;113.665951,23.599501;113.66622,23.59964;113.667326,23.600135;113.667326,23.600135;113.667943,23.600412',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿桃园东路向东北步行247米向左前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': '桃园东路',\n",
       "      'distance': '247',\n",
       "      'duration': '198',\n",
       "      'polyline': '113.667943,23.600412;113.668437,23.600642;113.668659,23.600764;113.668659,23.600764;113.668785,23.600855;113.669484,23.601554;113.669484,23.601554;113.669635,23.601766;113.669635,23.601766;113.669714,23.601897',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿桃园东路向东北步行674米直行',\n",
       "      'orientation': '东北',\n",
       "      'road': '桃园东路',\n",
       "      'distance': '674',\n",
       "      'duration': '539',\n",
       "      'polyline': '113.669714,23.601897;113.669783,23.602409;113.669813,23.602513;113.669905,23.602678;113.670017,23.602791;113.670017,23.602791;113.670195,23.602899;113.670195,23.602899;113.670521,23.603069;113.670803,23.60326;113.670803,23.60326;113.671063,23.603468;113.671406,23.60385;113.671536,23.603954;113.671675,23.604002;113.673459,23.604488;113.673459,23.604488;113.673889,23.604614;113.674232,23.604679;113.675009,23.604735',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿934县道向东步行118米直行',\n",
       "      'orientation': '东',\n",
       "      'road': '934县道',\n",
       "      'distance': '118',\n",
       "      'duration': '94',\n",
       "      'polyline': '113.675009,23.604735;113.675503,23.604774;113.675503,23.604774;113.675794,23.6048;113.676159,23.604883',\n",
       "      'action': '直行',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿乌土街向东北步行165米左转',\n",
       "      'orientation': '东北',\n",
       "      'road': '乌土街',\n",
       "      'distance': '165',\n",
       "      'duration': '132',\n",
       "      'polyline': '113.676159,23.604883;113.676398,23.604996;113.676984,23.605369;113.677535,23.605668',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '沿乌土街向北步行1381米向左前方行走',\n",
       "      'orientation': '北',\n",
       "      'road': '乌土街',\n",
       "      'distance': '1381',\n",
       "      'duration': '1105',\n",
       "      'polyline': '113.677535,23.605668;113.677018,23.60625;113.676918,23.606411;113.676866,23.606536;113.676823,23.606732;113.676615,23.60773;113.676484,23.608186;113.676415,23.608481;113.676415,23.608741;113.676489,23.609232;113.676502,23.609618;113.676493,23.609844;113.676411,23.61026;113.676411,23.61026;113.676411,23.610434;113.676597,23.611484;113.67684,23.612782;113.676923,23.613355;113.677044,23.614319;113.677135,23.614822;113.677335,23.615664;113.677387,23.615812;113.677604,23.616285;113.677739,23.616554;113.677969,23.616918;113.678047,23.61707;113.67809,23.617201;113.678181,23.617652',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向西北步行412米右转',\n",
       "      'orientation': '西北',\n",
       "      'road': [],\n",
       "      'distance': '412',\n",
       "      'duration': '330',\n",
       "      'polyline': '113.678181,23.617652;113.678073,23.617826;113.678073,23.617826;113.677266,23.61878;113.676905,23.619188;113.67602,23.619792;113.675777,23.619944;113.675647,23.619987;113.675495,23.620013;113.675243,23.620013',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向东北步行680米向左前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': [],\n",
       "      'distance': '680',\n",
       "      'duration': '544',\n",
       "      'polyline': '113.675239,23.620009;113.675595,23.620369;113.675742,23.620543;113.675872,23.62072;113.675907,23.620851;113.675907,23.62099;113.675851,23.621085;113.675768,23.621176;113.675547,23.621354;113.675438,23.621471;113.675395,23.621606;113.675378,23.621832;113.675378,23.621832;113.675382,23.622083;113.675412,23.62217;113.675495,23.622274;113.675786,23.622478;113.676037,23.622734;113.676107,23.62283;113.676267,23.623147;113.676359,23.623251;113.676528,23.623342;113.677578,23.623789;113.678411,23.624319',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向东北步行42米向左前方行走',\n",
       "      'orientation': '东北',\n",
       "      'road': [],\n",
       "      'distance': '42',\n",
       "      'duration': '34',\n",
       "      'polyline': '113.678411,23.624319;113.678555,23.624505;113.678572,23.624653',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向北步行321米向左前方行走',\n",
       "      'orientation': '北',\n",
       "      'road': [],\n",
       "      'distance': '321',\n",
       "      'duration': '257',\n",
       "      'polyline': '113.678572,23.624653;113.678455,23.624935;113.678429,23.625052;113.678433,23.625187;113.678524,23.625716;113.678615,23.625859;113.678711,23.625972;113.678937,23.626172;113.678997,23.626254;113.679136,23.626493;113.67918,23.626619;113.679249,23.626849;113.679288,23.627318',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向西北步行177米右转',\n",
       "      'orientation': '西北',\n",
       "      'road': [],\n",
       "      'distance': '177',\n",
       "      'duration': '142',\n",
       "      'polyline': '113.679288,23.627318;113.679284,23.627522;113.67924,23.627773;113.679219,23.627865;113.679162,23.62796;113.679162,23.62796;113.679049,23.628069;113.67885,23.628229;113.678689,23.628303;113.678689,23.628303;113.678576,23.628333;113.678277,23.628368',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向北步行237米右转',\n",
       "      'orientation': '北',\n",
       "      'road': [],\n",
       "      'distance': '237',\n",
       "      'duration': '190',\n",
       "      'polyline': '113.678273,23.628368;113.67829,23.628607;113.67829,23.628607;113.678312,23.62872;113.678364,23.628837;113.67842,23.628898;113.678633,23.629019;113.678685,23.62908;113.678711,23.629188;113.678711,23.629336;113.678711,23.629336;113.678711,23.63036',\n",
       "      'action': '右转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向东步行159米向左前方行走',\n",
       "      'orientation': '东',\n",
       "      'road': [],\n",
       "      'distance': '159',\n",
       "      'duration': '127',\n",
       "      'polyline': '113.678711,23.63036;113.678876,23.630399;113.678876,23.630399;113.679028,23.630425;113.679028,23.630425;113.679197,23.630469;113.679197,23.630469;113.679358,23.630516;113.67964,23.630634;113.67964,23.630634;113.68003,23.630768;113.68003,23.630768;113.680204,23.630838',\n",
       "      'action': '向左前方行走',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向北步行199米左转',\n",
       "      'orientation': '北',\n",
       "      'road': [],\n",
       "      'distance': '199',\n",
       "      'duration': '159',\n",
       "      'polyline': '113.680204,23.630838;113.680404,23.631089;113.680495,23.631237;113.680586,23.631432;113.680586,23.631432;113.680629,23.631536;113.680668,23.631736;113.680642,23.632135;113.68059,23.632522',\n",
       "      'action': '左转',\n",
       "      'assistant_action': [],\n",
       "      'walk_type': '0'},\n",
       "     {'instruction': '向西步行101米到达目的地',\n",
       "      'orientation': '西',\n",
       "      'road': [],\n",
       "      'distance': '101',\n",
       "      'duration': '81',\n",
       "      'polyline': '113.680586,23.632522;113.679596,23.632496',\n",
       "      'action': [],\n",
       "      'assistant_action': '到达目的地',\n",
       "      'walk_type': '0'}]}]}}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.walking(key_zz,'113.291103,23.092973','113.679287,23.632575')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>instruction</th>\n",
       "      <th>orientation</th>\n",
       "      <th>road</th>\n",
       "      <th>distance</th>\n",
       "      <th>duration</th>\n",
       "      <th>polyline</th>\n",
       "      <th>action</th>\n",
       "      <th>assistant_action</th>\n",
       "      <th>walk_type</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>向西步行66米左转</td>\n",
       "      <td>西</td>\n",
       "      <td>[]</td>\n",
       "      <td>66</td>\n",
       "      <td>53</td>\n",
       "      <td>113.291089,23.092912;113.290451,23.093008</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>向南步行29米右转</td>\n",
       "      <td>南</td>\n",
       "      <td>[]</td>\n",
       "      <td>29</td>\n",
       "      <td>23</td>\n",
       "      <td>113.290447,23.093008;113.290417,23.092899;113....</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>沿新港西路向西步行173米右转</td>\n",
       "      <td>西</td>\n",
       "      <td>新港西路</td>\n",
       "      <td>173</td>\n",
       "      <td>138</td>\n",
       "      <td>113.290373,23.092752;113.289323,23.092943;113....</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>沿怡乐路向西北步行31米向右前方行走</td>\n",
       "      <td>西北</td>\n",
       "      <td>怡乐路</td>\n",
       "      <td>31</td>\n",
       "      <td>25</td>\n",
       "      <td>113.288711,23.093051;113.288585,23.093303</td>\n",
       "      <td>向右前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>沿怡乐路向北步行1387米左转</td>\n",
       "      <td>北</td>\n",
       "      <td>怡乐路</td>\n",
       "      <td>1387</td>\n",
       "      <td>1110</td>\n",
       "      <td>113.288581,23.093303;113.288576,23.093529;113....</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>向西北步行177米右转</td>\n",
       "      <td>西北</td>\n",
       "      <td>[]</td>\n",
       "      <td>177</td>\n",
       "      <td>142</td>\n",
       "      <td>113.679288,23.627318;113.679284,23.627522;113....</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>向北步行237米右转</td>\n",
       "      <td>北</td>\n",
       "      <td>[]</td>\n",
       "      <td>237</td>\n",
       "      <td>190</td>\n",
       "      <td>113.678273,23.628368;113.67829,23.628607;113.6...</td>\n",
       "      <td>右转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>向东步行159米向左前方行走</td>\n",
       "      <td>东</td>\n",
       "      <td>[]</td>\n",
       "      <td>159</td>\n",
       "      <td>127</td>\n",
       "      <td>113.678711,23.63036;113.678876,23.630399;113.6...</td>\n",
       "      <td>向左前方行走</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>向北步行199米左转</td>\n",
       "      <td>北</td>\n",
       "      <td>[]</td>\n",
       "      <td>199</td>\n",
       "      <td>159</td>\n",
       "      <td>113.680204,23.630838;113.680404,23.631089;113....</td>\n",
       "      <td>左转</td>\n",
       "      <td>[]</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>向西步行101米到达目的地</td>\n",
       "      <td>西</td>\n",
       "      <td>[]</td>\n",
       "      <td>101</td>\n",
       "      <td>81</td>\n",
       "      <td>113.680586,23.632522;113.679596,23.632496</td>\n",
       "      <td>[]</td>\n",
       "      <td>到达目的地</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>125 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "            instruction orientation  road distance duration  \\\n",
       "0             向西步行66米左转           西    []       66       53   \n",
       "1             向南步行29米右转           南    []       29       23   \n",
       "2       沿新港西路向西步行173米右转           西  新港西路      173      138   \n",
       "3    沿怡乐路向西北步行31米向右前方行走          西北   怡乐路       31       25   \n",
       "4       沿怡乐路向北步行1387米左转           北   怡乐路     1387     1110   \n",
       "..                  ...         ...   ...      ...      ...   \n",
       "120         向西北步行177米右转          西北    []      177      142   \n",
       "121          向北步行237米右转           北    []      237      190   \n",
       "122      向东步行159米向左前方行走           东    []      159      127   \n",
       "123          向北步行199米左转           北    []      199      159   \n",
       "124       向西步行101米到达目的地           西    []      101       81   \n",
       "\n",
       "                                              polyline  action  \\\n",
       "0            113.291089,23.092912;113.290451,23.093008      左转   \n",
       "1    113.290447,23.093008;113.290417,23.092899;113....      右转   \n",
       "2    113.290373,23.092752;113.289323,23.092943;113....      右转   \n",
       "3            113.288711,23.093051;113.288585,23.093303  向右前方行走   \n",
       "4    113.288581,23.093303;113.288576,23.093529;113....      左转   \n",
       "..                                                 ...     ...   \n",
       "120  113.679288,23.627318;113.679284,23.627522;113....      右转   \n",
       "121  113.678273,23.628368;113.67829,23.628607;113.6...      右转   \n",
       "122  113.678711,23.63036;113.678876,23.630399;113.6...  向左前方行走   \n",
       "123  113.680204,23.630838;113.680404,23.631089;113....      左转   \n",
       "124          113.680586,23.632522;113.679596,23.632496      []   \n",
       "\n",
       "    assistant_action walk_type  \n",
       "0                 []         0  \n",
       "1                 []         0  \n",
       "2                 []         0  \n",
       "3                 []         0  \n",
       "4                 []         0  \n",
       "..               ...       ...  \n",
       "120               []         0  \n",
       "121               []         0  \n",
       "122               []         0  \n",
       "123               []         0  \n",
       "124            到达目的地         0  \n",
       "\n",
       "[125 rows x 9 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.json_normalize(geo.walking(key_zz,'113.291103,23.092973','113.679287,23.632575')['route']['paths'][0]['steps'])\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0               向西步行66米左转\n",
       "1               向南步行29米右转\n",
       "2         沿新港西路向西步行173米右转\n",
       "3      沿怡乐路向西北步行31米向右前方行走\n",
       "4         沿怡乐路向北步行1387米左转\n",
       "              ...        \n",
       "120           向西北步行177米右转\n",
       "121            向北步行237米右转\n",
       "122        向东步行159米向左前方行走\n",
       "123            向北步行199米左转\n",
       "124         向西步行101米到达目的地\n",
       "Name: instruction, Length: 125, dtype: object"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['instruction']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'count': '5',\n",
       " 'route': {'origin': '113.291103,23.092973',\n",
       "  'destination': '113.679287,23.632575',\n",
       "  'distance': '90968',\n",
       "  'taxi_cost': '297',\n",
       "  'transits': [{'cost': '15.0',\n",
       "    'duration': '8949',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '2395',\n",
       "    'distance': '90402',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.291092,23.092913',\n",
       "       'destination': '113.292862,23.092127',\n",
       "       'distance': '352',\n",
       "       'duration': '301',\n",
       "       'steps': [{'instruction': '步行30米右转',\n",
       "         'road': [],\n",
       "         'distance': '30',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291092,23.092913;113.291389,23.092873',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿园西路步行31米左转',\n",
       "         'road': '园西路',\n",
       "         'distance': '31',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291389,23.092869;113.291313,23.092590',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿新港西路步行82米左转',\n",
       "         'road': '新港西路',\n",
       "         'distance': '82',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291313,23.092587;113.292091,23.092392',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行49米左转',\n",
       "         'road': [],\n",
       "         'distance': '49',\n",
       "         'duration': [],\n",
       "         'polyline': '113.292091,23.092386;113.292198,23.092817',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行160米到达中大',\n",
       "         'road': [],\n",
       "         'distance': '160',\n",
       "         'duration': [],\n",
       "         'polyline': '113.292198,23.092817;113.292107,23.092848;113.291946,23.092392;113.292412,23.092260;113.292831,23.092134;113.292862,23.092127',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达中大'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '中大',\n",
       "          'id': '440100023047007',\n",
       "          'location': '113.292863,23.092124'},\n",
       "         'arrival_stop': {'name': '客村',\n",
       "          'id': '440100023047009',\n",
       "          'location': '113.320331,23.096197'},\n",
       "         'name': '地铁8号线(文化公园--万胜围)',\n",
       "         'id': '440100023047',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '3037',\n",
       "         'duration': '349',\n",
       "         'polyline': '113.292863,23.092124;113.293983,23.091789;113.296136,23.091194;113.296593,23.091077;113.297117,23.090944;113.297524,23.090853;113.297799,23.090830;113.298098,23.090859;113.298393,23.090938;113.299224,23.091225;113.299748,23.091408;113.300409,23.091670;113.300771,23.091906;113.302430,23.093261;113.303884,23.094435;113.304184,23.094681;113.304361,23.094786;113.304543,23.094849;113.306968,23.095201;113.308219,23.095331;113.309467,23.095461;113.310192,23.095523;113.310755,23.095558;113.311597,23.095602;113.316555,23.095850;113.317010,23.095883;113.317439,23.095933;113.318147,23.096041;113.318855,23.096150;113.319182,23.096179;113.319542,23.096199;113.320331,23.096197',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0611',\n",
       "         'end_time': '2327',\n",
       "         'via_num': '1',\n",
       "         'via_stops': [{'name': '鹭江',\n",
       "           'id': '440100023047008',\n",
       "           'location': '113.308219,23.095331'}]}]},\n",
       "      'entrance': {'name': 'B口', 'location': '113.292107,23.092848'},\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': [],\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '客村',\n",
       "          'id': '440100023033009',\n",
       "          'location': '113.320331,23.096197'},\n",
       "         'arrival_stop': {'name': '体育西路',\n",
       "          'id': '440100023033012',\n",
       "          'location': '113.321503,23.131138'},\n",
       "         'name': '地铁3号线(番禺广场--天河客运站)',\n",
       "         'id': '440100023033',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '3817',\n",
       "         'duration': '360',\n",
       "         'polyline': '113.320331,23.096197;113.320324,23.096867;113.320339,23.097045;113.320366,23.097218;113.320414,23.097400;113.320479,23.097563;113.320564,23.097706;113.322783,23.101174;113.323147,23.101868;113.323389,23.102569;113.323551,23.103271;113.323620,23.103908;113.323618,23.105619;113.323618,23.106375;113.323618,23.107080;113.323579,23.107443;113.323560,23.107597;113.323535,23.107730;113.323488,23.107913;113.322804,23.109739;113.322240,23.110987;113.321593,23.112339;113.321192,23.113719;113.321128,23.114424;113.321211,23.117802;113.321206,23.119293;113.321210,23.120814;113.321239,23.122875;113.321280,23.124987;113.321320,23.127081;113.321411,23.128625;113.321456,23.129680;113.321503,23.131138',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0600',\n",
       "         'end_time': '2255',\n",
       "         'via_num': '2',\n",
       "         'via_stops': [{'name': '广州塔',\n",
       "           'id': '440100023033010',\n",
       "           'location': '113.323618,23.106375'},\n",
       "          {'name': '珠江新城',\n",
       "           'id': '440100023033011',\n",
       "           'location': '113.321206,23.119293'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': [],\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '体育西路',\n",
       "          'id': '440100023032002',\n",
       "          'location': '113.321503,23.131138'},\n",
       "         'arrival_stop': {'name': '嘉禾望岗',\n",
       "          'id': '440100023032011',\n",
       "          'location': '113.289243,23.237460'},\n",
       "         'name': '地铁3号线(北延段)(体育西路--机场北(2号航站楼))',\n",
       "         'id': '440100023032',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '14605',\n",
       "         'duration': '1142',\n",
       "         'polyline': '113.321503,23.131138;113.321548,23.132550;113.321558,23.132971;113.321718,23.135888;113.321960,23.136732;113.322184,23.137154;113.322492,23.137541;113.322941,23.138020;113.323385,23.138430;113.323614,23.138796;113.323739,23.139091;113.323809,23.139423;113.323866,23.139880;113.323950,23.140612;113.323947,23.141525;113.323946,23.142384;113.323513,23.144917;113.323501,23.145698;113.324187,23.148420;113.324851,23.150968;113.325260,23.152519;113.325454,23.153393;113.325664,23.154288;113.326980,23.159144;113.327132,23.159980;113.327279,23.160805;113.327434,23.162501;113.327173,23.163497;113.326850,23.164157;113.326398,23.164818;113.325869,23.165418;113.325137,23.165990;113.321522,23.168450;113.320947,23.168848;113.320500,23.169284;113.320139,23.170057;113.320120,23.170831;113.320512,23.173975;113.320507,23.175211;113.320513,23.176165;113.320618,23.178416;113.320781,23.180344;113.321404,23.181245;113.323094,23.182682;113.325499,23.184641;113.326126,23.185225;113.326921,23.185954;113.327319,23.186282;113.327775,23.187481;113.327724,23.189712;113.327351,23.192341;113.326550,23.196200;113.326264,23.197060;113.326031,23.197751;113.324972,23.200812;113.322527,23.205111;113.320102,23.208099;113.317712,23.210853;113.314167,23.215121;113.310133,23.218339;113.308249,23.219718;113.307022,23.220050;113.306295,23.220226;113.305446,23.220430;113.303102,23.220971;113.300827,23.221557;113.299045,23.222090;113.298178,23.222382;113.296968,23.222787;113.296226,23.223139;113.295324,23.223639;113.293878,23.224638;113.292685,23.225707;113.291611,23.226900;113.290685,23.228284;113.289830,23.230138;113.289319,23.231847;113.289242,23.236973;113.289243,23.237460',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0600',\n",
       "         'end_time': '2330',\n",
       "         'via_num': '8',\n",
       "         'via_stops': [{'name': '林和西',\n",
       "           'id': '440100023032003',\n",
       "           'location': '113.323947,23.141525'},\n",
       "          {'name': '广州东站',\n",
       "           'id': '440100023032004',\n",
       "           'location': '113.324851,23.150968'},\n",
       "          {'name': '燕塘',\n",
       "           'id': '440100023032005',\n",
       "           'location': '113.327132,23.159980'},\n",
       "          {'name': '梅花园',\n",
       "           'id': '440100023032006',\n",
       "           'location': '113.320507,23.175211'},\n",
       "          {'name': '京溪南方医院',\n",
       "           'id': '440100023032007',\n",
       "           'location': '113.326126,23.185225'},\n",
       "          {'name': '同和',\n",
       "           'id': '440100023032008',\n",
       "           'location': '113.326264,23.197060'},\n",
       "          {'name': '永泰',\n",
       "           'id': '440100023032009',\n",
       "           'location': '113.306295,23.220226'},\n",
       "          {'name': '白云大道北',\n",
       "           'id': '440100023032010',\n",
       "           'location': '113.298178,23.222382'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.289246,23.237457',\n",
       "       'destination': '113.288956,23.237438',\n",
       "       'distance': '63',\n",
       "       'duration': '54',\n",
       "       'steps': [{'instruction': '步行63米到达嘉禾望岗',\n",
       "         'road': [],\n",
       "         'distance': '63',\n",
       "         'duration': [],\n",
       "         'polyline': '113.289246,23.237457;113.289246,23.237461;113.289238,23.237600;113.289009,23.237604;113.289009,23.237553;113.289009,23.237438;113.288956,23.237438',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达嘉禾望岗'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '嘉禾望岗',\n",
       "          'id': '900000074701001',\n",
       "          'location': '113.288956,23.237437'},\n",
       "         'arrival_stop': {'name': '从化客运站',\n",
       "          'id': '900000074701012',\n",
       "          'location': '113.594721,23.531769'},\n",
       "         'name': '地铁14号线(嘉禾望岗--东风)',\n",
       "         'id': '900000074701',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '49968',\n",
       "         'duration': '2643',\n",
       "         'polyline': 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       "         'via_num': '10',\n",
       "         'via_stops': [{'name': '白云东平',\n",
       "           'id': '900000074701002',\n",
       "           'location': '113.317841,23.251170'},\n",
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       "           'id': '900000074701003',\n",
       "           'location': '113.323505,23.277704'},\n",
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       "          {'name': '新和',\n",
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       "      'entrance': [],\n",
       "      'exit': {'name': 'B口', 'location': '113.595444,23.532158'},\n",
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       "         'assistant_action': []},\n",
       "        {'instruction': '沿从化大道南步行101米到达地铁从化客运站1',\n",
       "         'road': '从化大道南',\n",
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       "           'location': '113.618385,23.573381'},\n",
       "          {'name': '南洋理工职业学院',\n",
       "           'id': '900000069693032',\n",
       "           'location': '113.617882,23.583841'},\n",
       "          {'name': '水底村',\n",
       "           'id': '900000069693033',\n",
       "           'location': '113.619154,23.586719'},\n",
       "          {'name': '新华站',\n",
       "           'id': '900000069693034',\n",
       "           'location': '113.620911,23.590239'},\n",
       "          {'name': '宣星路口',\n",
       "           'id': '900000069693018',\n",
       "           'location': '113.629044,23.602665'},\n",
       "          {'name': '云星村',\n",
       "           'id': '900000069693036',\n",
       "           'location': '113.631076,23.611246'},\n",
       "          {'name': '温泉镇政府',\n",
       "           'id': '900000069693004',\n",
       "           'location': '113.633602,23.616502'},\n",
       "          {'name': '华辉度假村',\n",
       "           'id': '900000069693035',\n",
       "           'location': '113.637723,23.619700'},\n",
       "          {'name': '牛步迳',\n",
       "           'id': '900000069693005',\n",
       "           'location': '113.644614,23.621780'},\n",
       "          {'name': '交警温泉中队',\n",
       "           'id': '900000069693006',\n",
       "           'location': '113.657097,23.630252'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.671478,23.644075',\n",
       "       'destination': '113.679596,23.632860',\n",
       "       'distance': '1756',\n",
       "       'duration': '1505',\n",
       "       'steps': [{'instruction': '沿中山路步行1271米左转',\n",
       "         'road': '中山路',\n",
       "         'distance': '1271',\n",
       "         'duration': [],\n",
       "         'polyline': '113.671478,23.644075;113.671425,23.644049;113.672173,23.643307;113.672974,23.642540;113.673363,23.642143;113.674316,23.641029;113.675003,23.640190;113.675110,23.640039;113.675331,23.639587;113.675453,23.639315;113.675507,23.639135;113.675522,23.639002;113.675522,23.638662;113.675430,23.638046;113.675385,23.637890;113.674995,23.637001;113.674957,23.636848;113.674957,23.636705;113.674973,23.636572;113.675018,23.636471;113.675156,23.636267;113.675270,23.636133;113.676796,23.634661',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行33米左转',\n",
       "         'road': '博学路',\n",
       "         'distance': '33',\n",
       "         'duration': [],\n",
       "         'polyline': '113.676796,23.634657;113.676849,23.634701;113.676910,23.634718;113.677025,23.634705;113.677086,23.634670',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行163米右转',\n",
       "         'road': '博学路',\n",
       "         'distance': '163',\n",
       "         'duration': [],\n",
       "         'polyline': '113.677086,23.634666;113.677330,23.634853;113.677536,23.634991;113.677612,23.635031;113.677856,23.635086;113.678558,23.635109',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行197米向右前方行走',\n",
       "         'road': '博学路',\n",
       "         'distance': '197',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678558,23.635109;113.678596,23.635035;113.678635,23.634974;113.678711,23.634922;113.678925,23.634766;113.679054,23.634661;113.679253,23.634483;113.679367,23.634361;113.679550,23.633972;113.679649,23.633694',\n",
       "         'action': '向右前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行92米',\n",
       "         'road': [],\n",
       "         'distance': '92',\n",
       "         'duration': [],\n",
       "         'polyline': '113.679649,23.633690;113.679626,23.633654;113.679596,23.633255;113.679596,23.633177;113.679596,23.632860',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]},\n",
       "   {'cost': '15.0',\n",
       "    'duration': '9203',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '2394',\n",
       "    'distance': '88389',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.291092,23.092913',\n",
       "       'destination': '113.292862,23.092127',\n",
       "       'distance': '352',\n",
       "       'duration': '301',\n",
       "       'steps': [{'instruction': '步行30米右转',\n",
       "         'road': [],\n",
       "         'distance': '30',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291092,23.092913;113.291389,23.092873',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿园西路步行31米左转',\n",
       "         'road': '园西路',\n",
       "         'distance': '31',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291389,23.092869;113.291313,23.092590',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿新港西路步行82米左转',\n",
       "         'road': '新港西路',\n",
       "         'distance': '82',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291313,23.092587;113.292091,23.092392',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行49米左转',\n",
       "         'road': [],\n",
       "         'distance': '49',\n",
       "         'duration': [],\n",
       "         'polyline': '113.292091,23.092386;113.292198,23.092817',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行160米到达中大',\n",
       "         'road': [],\n",
       "         'distance': '160',\n",
       "         'duration': [],\n",
       "         'polyline': '113.292198,23.092817;113.292107,23.092848;113.291946,23.092392;113.292412,23.092260;113.292831,23.092134;113.292862,23.092127',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达中大'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '中大',\n",
       "          'id': '440100023048009',\n",
       "          'location': '113.292863,23.092124'},\n",
       "         'arrival_stop': {'name': '昌岗',\n",
       "          'id': '440100023048011',\n",
       "          'location': '113.276885,23.090654'},\n",
       "         'name': '地铁8号线(万胜围--文化公园)',\n",
       "         'id': '440100023048',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '1840',\n",
       "         'duration': '243',\n",
       "         'polyline': '113.292863,23.092124;113.291763,23.092454;113.288000,23.093153;113.285244,23.093663;113.284180,23.093722;113.283769,23.093714;113.283352,23.093620;113.282686,23.093374;113.281883,23.093066;113.281040,23.092742;113.278942,23.091979;113.278452,23.091759;113.278027,23.091519;113.277841,23.091398;113.276885,23.090654',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0600',\n",
       "         'end_time': '2255',\n",
       "         'via_num': '1',\n",
       "         'via_stops': [{'name': '晓港',\n",
       "           'id': '440100023048010',\n",
       "           'location': '113.281883,23.093066'}]}]},\n",
       "      'entrance': {'name': 'B口', 'location': '113.292107,23.092848'},\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': [],\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '昌岗',\n",
       "          'id': '440100023308010',\n",
       "          'location': '113.276885,23.090654'},\n",
       "         'arrival_stop': {'name': '嘉禾望岗',\n",
       "          'id': '440100023308025',\n",
       "          'location': '113.289243,23.237460'},\n",
       "         'name': '地铁2号线(广州南站--嘉禾望岗)',\n",
       "         'id': '440100023308',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '17607',\n",
       "         'duration': '1862',\n",
       "         'polyline': '113.276885,23.090654;113.276563,23.091326;113.274487,23.096010;113.273918,23.097214;113.273381,23.098379;113.270280,23.105111;113.269890,23.105996;113.269527,23.106817;113.268684,23.108798;113.268507,23.109168;113.268271,23.109648;113.268105,23.109944;113.267789,23.110437;113.267392,23.110990;113.266957,23.111661;113.266651,23.112159;113.265900,23.113598;113.265344,23.114796;113.264760,23.116013;113.264658,23.116215;113.264583,23.116408;113.264540,23.116600;113.264519,23.116837;113.264503,23.117064;113.264310,23.124062;113.264315,23.125446;113.264306,23.126553;113.264290,23.126756;113.264258,23.126948;113.264199,23.127190;113.264102,23.127500;113.264011,23.127757;113.263866,23.128083;113.263759,23.128290;113.263604,23.128541;113.263512,23.128729;113.263453,23.128916;113.263416,23.129109;113.263405,23.129311;113.263405,23.129587;113.263408,23.130546;113.263431,23.132179;113.263453,23.133701;113.263488,23.135309;113.263193,23.136548;113.262781,23.137533;113.262412,23.138212;113.262129,23.138693;113.261366,23.140041;113.260711,23.141236;113.259948,23.142491;113.259176,23.143674;113.258314,23.144939;113.257300,23.146587;113.256603,23.148143;113.255965,23.149569;113.254560,23.152630;113.254224,23.153704;113.254275,23.154777;113.254583,23.155830;113.255037,23.156770;113.255671,23.157767;113.256851,23.159402;113.257924,23.160877;113.263368,23.168259;113.263752,23.168915;113.270649,23.181059;113.270966,23.181613;113.271283,23.182166;113.275082,23.188656;113.275602,23.189574;113.276112,23.190465;113.279861,23.196914;113.280697,23.198580;113.281353,23.199919;113.281628,23.200920;113.281984,23.202934;113.282188,23.204355;113.282375,23.205807;113.282647,23.208025;113.282902,23.209555;113.283180,23.210513;113.283451,23.211301;113.283728,23.212102;113.284319,23.214690;113.284774,23.216394;113.285066,23.217397;113.285474,23.218366;113.286070,23.219428;113.287038,23.220919;113.287376,23.221645;113.287713,23.222367;113.288217,23.223805;113.288637,23.225007;113.289018,23.226014;113.289158,23.226921;113.289293,23.228685;113.289344,23.230395;113.289319,23.231847;113.289242,23.236973;113.289243,23.237460',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0600',\n",
       "         'end_time': '2330',\n",
       "         'via_num': '14',\n",
       "         'via_stops': [{'name': '江南西',\n",
       "           'id': '440100023308011',\n",
       "           'location': '113.273918,23.097214'},\n",
       "          {'name': '市二宫',\n",
       "           'id': '440100023308012',\n",
       "           'location': '113.269890,23.105996'},\n",
       "          {'name': '海珠广场',\n",
       "           'id': '440100023308013',\n",
       "           'location': '113.265344,23.114796'},\n",
       "          {'name': '公园前',\n",
       "           'id': '440100023308014',\n",
       "           'location': '113.264315,23.125446'},\n",
       "          {'name': '纪念堂',\n",
       "           'id': '440100023308015',\n",
       "           'location': '113.263431,23.132179'},\n",
       "          {'name': '越秀公园',\n",
       "           'id': '440100023308016',\n",
       "           'location': '113.261366,23.140041'},\n",
       "          {'name': '广州火车站',\n",
       "           'id': '440100023308017',\n",
       "           'location': '113.256603,23.148143'},\n",
       "          {'name': '三元里',\n",
       "           'id': '440100023308018',\n",
       "           'location': '113.256851,23.159402'},\n",
       "          {'name': '飞翔公园',\n",
       "           'id': '440100023308019',\n",
       "           'location': '113.263752,23.168915'},\n",
       "          {'name': '白云公园',\n",
       "           'id': '440100023308020',\n",
       "           'location': '113.270966,23.181613'},\n",
       "          {'name': '白云文化广场',\n",
       "           'id': '440100023308021',\n",
       "           'location': '113.275602,23.189574'},\n",
       "          {'name': '萧岗',\n",
       "           'id': '440100023308022',\n",
       "           'location': '113.280697,23.198580'},\n",
       "          {'name': '江夏',\n",
       "           'id': '440100023308023',\n",
       "           'location': '113.283451,23.211301'},\n",
       "          {'name': '黄边',\n",
       "           'id': '440100023308024',\n",
       "           'location': '113.287376,23.221645'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.289246,23.237457',\n",
       "       'destination': '113.288956,23.237438',\n",
       "       'distance': '63',\n",
       "       'duration': '54',\n",
       "       'steps': [{'instruction': '步行63米到达嘉禾望岗',\n",
       "         'road': [],\n",
       "         'distance': '63',\n",
       "         'duration': [],\n",
       "         'polyline': '113.289246,23.237457;113.289246,23.237461;113.289238,23.237600;113.289009,23.237604;113.289009,23.237553;113.289009,23.237438;113.288956,23.237438',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达嘉禾望岗'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '嘉禾望岗',\n",
       "          'id': '900000074701001',\n",
       "          'location': '113.288956,23.237437'},\n",
       "         'arrival_stop': {'name': '从化客运站',\n",
       "          'id': '900000074701012',\n",
       "          'location': '113.594721,23.531769'},\n",
       "         'name': '地铁14号线(嘉禾望岗--东风)',\n",
       "         'id': '900000074701',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '49968',\n",
       "         'duration': '2643',\n",
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       "         'via_num': '10',\n",
       "         'via_stops': [{'name': '白云东平',\n",
       "           'id': '900000074701002',\n",
       "           'location': '113.317841,23.251170'},\n",
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       "           'id': '900000074701003',\n",
       "           'location': '113.323505,23.277704'},\n",
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       "          {'name': '新和',\n",
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       "      'entrance': [],\n",
       "      'exit': {'name': 'B口', 'location': '113.595444,23.532158'},\n",
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       "         'assistant_action': []},\n",
       "        {'instruction': '沿从化大道南步行101米到达地铁从化客运站1',\n",
       "         'road': '从化大道南',\n",
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       "          {'name': '江埔社区',\n",
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       "           'location': '113.618385,23.573381'},\n",
       "          {'name': '南洋理工职业学院',\n",
       "           'id': '900000069693032',\n",
       "           'location': '113.617882,23.583841'},\n",
       "          {'name': '水底村',\n",
       "           'id': '900000069693033',\n",
       "           'location': '113.619154,23.586719'},\n",
       "          {'name': '新华站',\n",
       "           'id': '900000069693034',\n",
       "           'location': '113.620911,23.590239'},\n",
       "          {'name': '宣星路口',\n",
       "           'id': '900000069693018',\n",
       "           'location': '113.629044,23.602665'},\n",
       "          {'name': '云星村',\n",
       "           'id': '900000069693036',\n",
       "           'location': '113.631076,23.611246'},\n",
       "          {'name': '温泉镇政府',\n",
       "           'id': '900000069693004',\n",
       "           'location': '113.633602,23.616502'},\n",
       "          {'name': '华辉度假村',\n",
       "           'id': '900000069693035',\n",
       "           'location': '113.637723,23.619700'},\n",
       "          {'name': '牛步迳',\n",
       "           'id': '900000069693005',\n",
       "           'location': '113.644614,23.621780'},\n",
       "          {'name': '交警温泉中队',\n",
       "           'id': '900000069693006',\n",
       "           'location': '113.657097,23.630252'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.671478,23.644075',\n",
       "       'destination': '113.679596,23.632860',\n",
       "       'distance': '1756',\n",
       "       'duration': '1505',\n",
       "       'steps': [{'instruction': '沿中山路步行1271米左转',\n",
       "         'road': '中山路',\n",
       "         'distance': '1271',\n",
       "         'duration': [],\n",
       "         'polyline': '113.671478,23.644075;113.671425,23.644049;113.672173,23.643307;113.672974,23.642540;113.673363,23.642143;113.674316,23.641029;113.675003,23.640190;113.675110,23.640039;113.675331,23.639587;113.675453,23.639315;113.675507,23.639135;113.675522,23.639002;113.675522,23.638662;113.675430,23.638046;113.675385,23.637890;113.674995,23.637001;113.674957,23.636848;113.674957,23.636705;113.674973,23.636572;113.675018,23.636471;113.675156,23.636267;113.675270,23.636133;113.676796,23.634661',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行33米左转',\n",
       "         'road': '博学路',\n",
       "         'distance': '33',\n",
       "         'duration': [],\n",
       "         'polyline': '113.676796,23.634657;113.676849,23.634701;113.676910,23.634718;113.677025,23.634705;113.677086,23.634670',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行163米右转',\n",
       "         'road': '博学路',\n",
       "         'distance': '163',\n",
       "         'duration': [],\n",
       "         'polyline': '113.677086,23.634666;113.677330,23.634853;113.677536,23.634991;113.677612,23.635031;113.677856,23.635086;113.678558,23.635109',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行197米向右前方行走',\n",
       "         'road': '博学路',\n",
       "         'distance': '197',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678558,23.635109;113.678596,23.635035;113.678635,23.634974;113.678711,23.634922;113.678925,23.634766;113.679054,23.634661;113.679253,23.634483;113.679367,23.634361;113.679550,23.633972;113.679649,23.633694',\n",
       "         'action': '向右前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行92米',\n",
       "         'road': [],\n",
       "         'distance': '92',\n",
       "         'duration': [],\n",
       "         'polyline': '113.679649,23.633690;113.679626,23.633654;113.679596,23.633255;113.679596,23.633177;113.679596,23.632860',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]},\n",
       "   {'cost': '15.0',\n",
       "    'duration': '10137',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '3787',\n",
       "    'distance': '87681',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.291092,23.092913',\n",
       "       'destination': '113.276894,23.090656',\n",
       "       'distance': '1742',\n",
       "       'duration': '1493',\n",
       "       'steps': [{'instruction': '步行30米右转',\n",
       "         'road': [],\n",
       "         'distance': '30',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291092,23.092913;113.291389,23.092873',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿园西路步行31米右转',\n",
       "         'road': '园西路',\n",
       "         'distance': '31',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291389,23.092869;113.291313,23.092590',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿新港西路步行307米向右前方行走',\n",
       "         'road': '新港西路',\n",
       "         'distance': '307',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291313,23.092587;113.291084,23.092638;113.290520,23.092730;113.290375,23.092752;113.289322,23.092943;113.288712,23.093052;113.288422,23.093107;113.288353,23.093121',\n",
       "         'action': '向右前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行107米左转',\n",
       "         'road': [],\n",
       "         'distance': '107',\n",
       "         'duration': [],\n",
       "         'polyline': '113.288353,23.093121;113.288368,23.093212;113.288162,23.093243;113.288101,23.092899;113.287880,23.092920;113.287903,23.093060',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿新港西路步行231米左转',\n",
       "         'road': '新港西路',\n",
       "         'distance': '231',\n",
       "         'duration': [],\n",
       "         'polyline': '113.287903,23.093060;113.286789,23.093237;113.285683,23.093464',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿新港西路步行128米右转',\n",
       "         'road': '新港西路',\n",
       "         'distance': '128',\n",
       "         'duration': [],\n",
       "         'polyline': '113.285683,23.093464;113.285606,23.093420;113.285507,23.093399;113.285095,23.093441;113.284554,23.093508;113.284470,23.093485',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行31米向左前方行走',\n",
       "         'road': [],\n",
       "         'distance': '31',\n",
       "         'duration': [],\n",
       "         'polyline': '113.284470,23.093481;113.284203,23.093624',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿昌岗东路步行28米左转',\n",
       "         'road': '昌岗东路',\n",
       "         'distance': '28',\n",
       "         'duration': [],\n",
       "         'polyline': '113.284203,23.093624;113.283928,23.093603',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行11米右转',\n",
       "         'road': [],\n",
       "         'distance': '11',\n",
       "         'duration': [],\n",
       "         'polyline': '113.283920,23.093597;113.283882,23.093508',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿东晓南路辅路步行26米向左前方行走',\n",
       "         'road': '东晓南路辅路',\n",
       "         'distance': '26',\n",
       "         'duration': [],\n",
       "         'polyline': '113.283882,23.093502;113.283775,23.093536;113.283630,23.093559',\n",
       "         'action': '向左前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿昌岗东路步行652米左转',\n",
       "         'road': '昌岗东路',\n",
       "         'distance': '652',\n",
       "         'duration': [],\n",
       "         'polyline': '113.283630,23.093559;113.283501,23.093536;113.283119,23.093325;113.282722,23.093178;113.282402,23.093060;113.281960,23.092899;113.281647,23.092834;113.281013,23.092651;113.279320,23.092018;113.278999,23.091909;113.278862,23.091848;113.278793,23.091814;113.278625,23.091732;113.278267,23.091536;113.277855,23.091259;113.277779,23.091198',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行20米右转',\n",
       "         'road': [],\n",
       "         'distance': '20',\n",
       "         'duration': [],\n",
       "         'polyline': '113.277779,23.091194;113.277893,23.091042',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行140米到达昌岗',\n",
       "         'road': [],\n",
       "         'distance': '140',\n",
       "         'duration': [],\n",
       "         'polyline': '113.277893,23.091038;113.277710,23.090899;113.277542,23.090769;113.277336,23.090994;113.276894,23.090647;113.276894,23.090656',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达昌岗'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '昌岗',\n",
       "          'id': '440100023308010',\n",
       "          'location': '113.276885,23.090654'},\n",
       "         'arrival_stop': {'name': '嘉禾望岗',\n",
       "          'id': '440100023308025',\n",
       "          'location': '113.289243,23.237460'},\n",
       "         'name': '地铁2号线(广州南站--嘉禾望岗)',\n",
       "         'id': '440100023308',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '17607',\n",
       "         'duration': '1862',\n",
       "         'polyline': '113.276885,23.090654;113.276563,23.091326;113.274487,23.096010;113.273918,23.097214;113.273381,23.098379;113.270280,23.105111;113.269890,23.105996;113.269527,23.106817;113.268684,23.108798;113.268507,23.109168;113.268271,23.109648;113.268105,23.109944;113.267789,23.110437;113.267392,23.110990;113.266957,23.111661;113.266651,23.112159;113.265900,23.113598;113.265344,23.114796;113.264760,23.116013;113.264658,23.116215;113.264583,23.116408;113.264540,23.116600;113.264519,23.116837;113.264503,23.117064;113.264310,23.124062;113.264315,23.125446;113.264306,23.126553;113.264290,23.126756;113.264258,23.126948;113.264199,23.127190;113.264102,23.127500;113.264011,23.127757;113.263866,23.128083;113.263759,23.128290;113.263604,23.128541;113.263512,23.128729;113.263453,23.128916;113.263416,23.129109;113.263405,23.129311;113.263405,23.129587;113.263408,23.130546;113.263431,23.132179;113.263453,23.133701;113.263488,23.135309;113.263193,23.136548;113.262781,23.137533;113.262412,23.138212;113.262129,23.138693;113.261366,23.140041;113.260711,23.141236;113.259948,23.142491;113.259176,23.143674;113.258314,23.144939;113.257300,23.146587;113.256603,23.148143;113.255965,23.149569;113.254560,23.152630;113.254224,23.153704;113.254275,23.154777;113.254583,23.155830;113.255037,23.156770;113.255671,23.157767;113.256851,23.159402;113.257924,23.160877;113.263368,23.168259;113.263752,23.168915;113.270649,23.181059;113.270966,23.181613;113.271283,23.182166;113.275082,23.188656;113.275602,23.189574;113.276112,23.190465;113.279861,23.196914;113.280697,23.198580;113.281353,23.199919;113.281628,23.200920;113.281984,23.202934;113.282188,23.204355;113.282375,23.205807;113.282647,23.208025;113.282902,23.209555;113.283180,23.210513;113.283451,23.211301;113.283728,23.212102;113.284319,23.214690;113.284774,23.216394;113.285066,23.217397;113.285474,23.218366;113.286070,23.219428;113.287038,23.220919;113.287376,23.221645;113.287713,23.222367;113.288217,23.223805;113.288637,23.225007;113.289018,23.226014;113.289158,23.226921;113.289293,23.228685;113.289344,23.230395;113.289319,23.231847;113.289242,23.236973;113.289243,23.237460',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': '0600',\n",
       "         'end_time': '2330',\n",
       "         'via_num': '14',\n",
       "         'via_stops': [{'name': '江南西',\n",
       "           'id': '440100023308011',\n",
       "           'location': '113.273918,23.097214'},\n",
       "          {'name': '市二宫',\n",
       "           'id': '440100023308012',\n",
       "           'location': '113.269890,23.105996'},\n",
       "          {'name': '海珠广场',\n",
       "           'id': '440100023308013',\n",
       "           'location': '113.265344,23.114796'},\n",
       "          {'name': '公园前',\n",
       "           'id': '440100023308014',\n",
       "           'location': '113.264315,23.125446'},\n",
       "          {'name': '纪念堂',\n",
       "           'id': '440100023308015',\n",
       "           'location': '113.263431,23.132179'},\n",
       "          {'name': '越秀公园',\n",
       "           'id': '440100023308016',\n",
       "           'location': '113.261366,23.140041'},\n",
       "          {'name': '广州火车站',\n",
       "           'id': '440100023308017',\n",
       "           'location': '113.256603,23.148143'},\n",
       "          {'name': '三元里',\n",
       "           'id': '440100023308018',\n",
       "           'location': '113.256851,23.159402'},\n",
       "          {'name': '飞翔公园',\n",
       "           'id': '440100023308019',\n",
       "           'location': '113.263752,23.168915'},\n",
       "          {'name': '白云公园',\n",
       "           'id': '440100023308020',\n",
       "           'location': '113.270966,23.181613'},\n",
       "          {'name': '白云文化广场',\n",
       "           'id': '440100023308021',\n",
       "           'location': '113.275602,23.189574'},\n",
       "          {'name': '萧岗',\n",
       "           'id': '440100023308022',\n",
       "           'location': '113.280697,23.198580'},\n",
       "          {'name': '江夏',\n",
       "           'id': '440100023308023',\n",
       "           'location': '113.283451,23.211301'},\n",
       "          {'name': '黄边',\n",
       "           'id': '440100023308024',\n",
       "           'location': '113.287376,23.221645'}]}]},\n",
       "      'entrance': {'name': 'B口', 'location': '113.277718,23.090895'},\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.289246,23.237457',\n",
       "       'destination': '113.288956,23.237438',\n",
       "       'distance': '63',\n",
       "       'duration': '54',\n",
       "       'steps': [{'instruction': '步行63米到达嘉禾望岗',\n",
       "         'road': [],\n",
       "         'distance': '63',\n",
       "         'duration': [],\n",
       "         'polyline': '113.289246,23.237457;113.289246,23.237461;113.289238,23.237600;113.289009,23.237604;113.289009,23.237553;113.289009,23.237438;113.288956,23.237438',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达嘉禾望岗'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '嘉禾望岗',\n",
       "          'id': '900000074701001',\n",
       "          'location': '113.288956,23.237437'},\n",
       "         'arrival_stop': {'name': '从化客运站',\n",
       "          'id': '900000074701012',\n",
       "          'location': '113.594721,23.531769'},\n",
       "         'name': '地铁14号线(嘉禾望岗--东风)',\n",
       "         'id': '900000074701',\n",
       "         'type': '地铁线路',\n",
       "         'distance': '49968',\n",
       "         'duration': '2643',\n",
       "         'polyline': 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       "         'via_num': '10',\n",
       "         'via_stops': [{'name': '白云东平',\n",
       "           'id': '900000074701002',\n",
       "           'location': '113.317841,23.251170'},\n",
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       "           'id': '900000074701003',\n",
       "           'location': '113.323505,23.277704'},\n",
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       "           'id': '900000074701004',\n",
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       "          {'name': '新和',\n",
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       "           'location': '113.560204,23.501199'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': {'name': 'B口', 'location': '113.595444,23.532158'},\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
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       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿从化大道南步行105米到达地铁从化客运站1',\n",
       "         'road': '从化大道南',\n",
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       "         'type': '普通公交线路',\n",
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       "           'location': '113.618381,23.573364'},\n",
       "          {'name': '南洋理工职业学院',\n",
       "           'id': '900000069253046',\n",
       "           'location': '113.617878,23.583824'},\n",
       "          {'name': '水底村',\n",
       "           'id': '900000069253026',\n",
       "           'location': '113.619123,23.586667'},\n",
       "          {'name': '新华站',\n",
       "           'id': '900000069253047',\n",
       "           'location': '113.622318,23.592318'},\n",
       "          {'name': '宣星路口',\n",
       "           'id': '900000069253027',\n",
       "           'location': '113.628997,23.602478'},\n",
       "          {'name': '云星村',\n",
       "           'id': '900000069253048',\n",
       "           'location': '113.631124,23.611450'},\n",
       "          {'name': '温泉镇政府',\n",
       "           'id': '900000069253006',\n",
       "           'location': '113.633615,23.616523'},\n",
       "          {'name': '华辉度假村',\n",
       "           'id': '900000069253049',\n",
       "           'location': '113.637970,23.619827'},\n",
       "          {'name': '牛步迳',\n",
       "           'id': '900000069253007',\n",
       "           'location': '113.644615,23.621780'},\n",
       "          {'name': '交警温泉中队',\n",
       "           'id': '900000069253050',\n",
       "           'location': '113.656927,23.630148'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.671478,23.644075',\n",
       "       'destination': '113.679596,23.632860',\n",
       "       'distance': '1756',\n",
       "       'duration': '1505',\n",
       "       'steps': [{'instruction': '沿中山路步行1271米左转',\n",
       "         'road': '中山路',\n",
       "         'distance': '1271',\n",
       "         'duration': [],\n",
       "         'polyline': '113.671478,23.644075;113.671425,23.644049;113.672173,23.643307;113.672974,23.642540;113.673363,23.642143;113.674316,23.641029;113.675003,23.640190;113.675110,23.640039;113.675331,23.639587;113.675453,23.639315;113.675507,23.639135;113.675522,23.639002;113.675522,23.638662;113.675430,23.638046;113.675385,23.637890;113.674995,23.637001;113.674957,23.636848;113.674957,23.636705;113.674973,23.636572;113.675018,23.636471;113.675156,23.636267;113.675270,23.636133;113.676796,23.634661',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行33米左转',\n",
       "         'road': '博学路',\n",
       "         'distance': '33',\n",
       "         'duration': [],\n",
       "         'polyline': '113.676796,23.634657;113.676849,23.634701;113.676910,23.634718;113.677025,23.634705;113.677086,23.634670',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行163米右转',\n",
       "         'road': '博学路',\n",
       "         'distance': '163',\n",
       "         'duration': [],\n",
       "         'polyline': '113.677086,23.634666;113.677330,23.634853;113.677536,23.634991;113.677612,23.635031;113.677856,23.635086;113.678558,23.635109',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行197米向右前方行走',\n",
       "         'road': '博学路',\n",
       "         'distance': '197',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678558,23.635109;113.678596,23.635035;113.678635,23.634974;113.678711,23.634922;113.678925,23.634766;113.679054,23.634661;113.679253,23.634483;113.679367,23.634361;113.679550,23.633972;113.679649,23.633694',\n",
       "         'action': '向右前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行92米',\n",
       "         'road': [],\n",
       "         'distance': '92',\n",
       "         'duration': [],\n",
       "         'polyline': '113.679649,23.633690;113.679626,23.633654;113.679596,23.633255;113.679596,23.633177;113.679596,23.632860',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]},\n",
       "   {'cost': [],\n",
       "    'duration': '16298',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '2325',\n",
       "    'distance': '123901',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.291092,23.092913',\n",
       "       'destination': '113.289948,23.092705',\n",
       "       'distance': '211',\n",
       "       'duration': '180',\n",
       "       'steps': [{'instruction': '步行30米右转',\n",
       "         'road': [],\n",
       "         'distance': '30',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291092,23.092913;113.291389,23.092873',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿园西路步行31米右转',\n",
       "         'road': '园西路',\n",
       "         'distance': '31',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291389,23.092869;113.291313,23.092590',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿新港西路步行25米左转',\n",
       "         'road': '新港西路',\n",
       "         'distance': '25',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291313,23.092587;113.291084,23.092638',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行12米右转',\n",
       "         'road': [],\n",
       "         'distance': '12',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291077,23.092638;113.291054,23.092531',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿新港西路步行113米到达怡乐村',\n",
       "         'road': '新港西路',\n",
       "         'distance': '113',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291046,23.092525;113.290482,23.092604;113.290329,23.092638;113.289948,23.092705',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达怡乐村'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '怡乐村',\n",
       "          'id': '440100016340018',\n",
       "          'location': '113.289909,23.092726'},\n",
       "         'arrival_stop': {'name': '洛溪新城',\n",
       "          'id': '440100016340028',\n",
       "          'location': '113.304344,23.041172'},\n",
       "         'name': '211路(广州火车站总站--南浦岛总站)',\n",
       "         'id': '440100016340',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '9487',\n",
       "         'duration': '2353',\n",
       "         'polyline': '113.289909,23.092726;113.290344,23.092651;113.290451,23.092630;113.291016,23.092531;113.291290,23.092487;113.292061,23.092266;113.292305,23.092205;113.292526,23.092140;113.292717,23.092085;113.293152,23.091963;113.293556,23.091854;113.294281,23.091658;113.294280,23.091662;113.294722,23.091541;113.296580,23.091024;113.296918,23.090920;113.297001,23.090898;113.297305,23.090842;113.297704,23.090773;113.297999,23.090786;113.298181,23.090825;113.298238,23.090842;113.298733,23.091007;113.298976,23.091094;113.299479,23.091259;113.300117,23.091480;113.300590,23.091710;113.300898,23.091936;113.300977,23.091997;113.301215,23.092192;113.301350,23.092300;113.301753,23.092626;113.302218,23.093016;113.302513,23.093260;113.303329,23.093937;113.303646,23.094188;113.303941,23.094423;113.304310,23.094696;113.304475,23.094779;113.304688,23.094835;113.304887,23.094878;113.305069,23.094900;113.305686,23.094965;113.305681,23.094965;113.305781,23.094978;113.306324,23.095035;113.307582,23.095169;113.307925,23.095200;113.307986,23.095208;113.308264,23.095234;113.308325,23.095243;113.308872,23.095304;113.309332,23.095356;113.310182,23.095443;113.310877,23.095503;113.311233,23.095516;113.311641,23.095547;113.312235,23.095577;113.312448,23.095525;113.312986,23.095534;113.313329,23.095547;113.313576,23.095512;113.314570,23.095551;113.314674,23.095547;113.314805,23.095512;113.314896,23.095464;113.314965,23.095412;113.315061,23.095308;113.315122,23.095208;113.315143,23.095100;113.315217,23.094193;113.315256,23.093767;113.315291,23.093320;113.315313,23.093260;113.315373,23.093099;113.315391,23.092730;113.315460,23.091788;113.315512,23.091211;113.315547,23.090864;113.315560,23.090638;113.315599,23.090117;113.315608,23.089865;113.315677,23.089249;113.315720,23.088789;113.315734,23.088620;113.315777,23.088216;113.315777,23.088164;113.315812,23.087713;113.315825,23.087539;113.315859,23.087075;113.315903,23.086319;113.315903,23.086081;113.315916,23.085712;113.315916,23.085521;113.315898,23.085208;113.315881,23.084874;113.315868,23.084670;113.315855,23.084527;113.315855,23.084523;113.315820,23.084106;113.315781,23.083763;113.315694,23.083160;113.315668,23.082938;113.315608,23.082713;113.315547,23.082370;113.315530,23.082274;113.315482,23.082023;113.315334,23.081476;113.315191,23.080946;113.315191,23.080942;113.315126,23.080712;113.315013,23.080369;113.314922,23.080100;113.314744,23.079579;113.314379,23.078481;113.314297,23.078207;113.314093,23.077535;113.314006,23.077270;113.313889,23.076862;113.313576,23.075885;113.313390,23.075326;113.313160,23.074518;113.313047,23.074115;113.312986,23.073941;113.312799,23.073368;113.312799,23.073364;113.312556,23.072708;113.312127,23.071654;113.312010,23.071380;113.311966,23.071289;113.311801,23.070907;113.311667,23.070642;113.311628,23.070564;113.311094,23.069622;113.310820,23.069136;113.310608,23.068780;113.310477,23.068585;113.310478,23.068588;113.310478,23.068584;113.310143,23.068073;113.310051,23.067955;113.309708,23.067450;113.309219,23.066736;113.308731,23.066029;113.308594,23.065956;113.308472,23.065773;113.307709,23.064663;113.307510,23.064362;113.307388,23.064125;113.307297,23.063953;113.307190,23.063728;113.306770,23.063074;113.306656,23.062912;113.306305,23.062431;113.305588,23.061380;113.305008,23.060543;113.304848,23.060301;113.304741,23.060143;113.304100,23.059189;113.303741,23.058662;113.303253,23.057955;113.302834,23.057348;113.302574,23.056931;113.302376,23.056562;113.302185,23.056171;113.301926,23.055546;113.301781,23.055092;113.301697,23.054817;113.301407,23.053612;113.300896,23.051472;113.300636,23.050350;113.300392,23.049313;113.300232,23.048630;113.300133,23.048042;113.300095,23.047596;113.300095,23.047365;113.300125,23.046881;113.300194,23.046467;113.300339,23.045952;113.300461,23.045605;113.300713,23.045078;113.300949,23.044659;113.301224,23.044262;113.301407,23.044054;113.301620,23.043816;113.302002,23.043467;113.302116,23.043360;113.302483,23.043106;113.303719,23.042295;113.304001,23.042101;113.304565,23.041727;113.304871,23.041536;113.305023,23.041445;113.304710,23.041019;113.304344,23.041172',\n",
       "         'bustimetag': '0',\n",
       "         'start_time': [],\n",
       "         'end_time': [],\n",
       "         'via_num': '9',\n",
       "         'via_stops': [{'name': '省荣军医院',\n",
       "           'id': '440100016340034',\n",
       "           'location': '113.294281,23.091658'},\n",
       "          {'name': '中山大学',\n",
       "           'id': '440100016340020',\n",
       "           'location': '113.300977,23.091997'},\n",
       "          {'name': '康乐村',\n",
       "           'id': '440100016340021',\n",
       "           'location': '113.305686,23.094965'},\n",
       "          {'name': '鹭江',\n",
       "           'id': '440100016340022',\n",
       "           'location': '113.308872,23.095304'},\n",
       "          {'name': '墩和',\n",
       "           'id': '440100016340023',\n",
       "           'location': '113.315512,23.091211'},\n",
       "          {'name': '园艺场',\n",
       "           'id': '440100016340024',\n",
       "           'location': '113.315855,23.084527'},\n",
       "          {'name': '上冲',\n",
       "           'id': '440100016340025',\n",
       "           'location': '113.315191,23.080946'},\n",
       "          {'name': '上冲南',\n",
       "           'id': '440100016340026',\n",
       "           'location': '113.312799,23.073368'},\n",
       "          {'name': '洛溪桥脚',\n",
       "           'id': '440100016340027',\n",
       "           'location': '113.310477,23.068585'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.304344,23.041176',\n",
       "       'destination': '113.304443,23.041142',\n",
       "       'distance': '11',\n",
       "       'duration': '9',\n",
       "       'steps': [{'instruction': '步行11米到达洛溪新城',\n",
       "         'road': [],\n",
       "         'distance': '11',\n",
       "         'duration': [],\n",
       "         'polyline': '113.304344,23.041176;113.304443,23.041142',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达洛溪新城'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '洛溪新城',\n",
       "          'id': '440100016517018',\n",
       "          'location': '113.304443,23.041134'},\n",
       "         'arrival_stop': {'name': '市桥汽车站东门',\n",
       "          'id': '440100016517076',\n",
       "          'location': '113.366892,22.946189'},\n",
       "         'name': '303路(太古仓路总站--市桥汽车站总站)',\n",
       "         'id': '440100016517',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '14581',\n",
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       "         'bustimetag': '0',\n",
       "         'start_time': '0800',\n",
       "         'end_time': '2000',\n",
       "         'via_num': '1',\n",
       "         'via_stops': [{'name': '太平',\n",
       "           'id': '900000030943004',\n",
       "           'location': '113.481873,23.432135'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.598694,23.528337',\n",
       "       'destination': '113.599258,23.527483',\n",
       "       'distance': '132',\n",
       "       'duration': '113',\n",
       "       'steps': [{'instruction': '步行18米左转',\n",
       "         'road': [],\n",
       "         'distance': '18',\n",
       "         'duration': [],\n",
       "         'polyline': '113.598694,23.528337;113.598633,23.528259;113.598587,23.528208',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行114米到达从化汽车站总站',\n",
       "         'road': [],\n",
       "         'distance': '114',\n",
       "         'duration': [],\n",
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       "         'action': [],\n",
       "         'assistant_action': '到达从化汽车站总站'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '从化汽车站总站',\n",
       "          'id': '900000069253001',\n",
       "          'location': '113.599244,23.527485'},\n",
       "         'arrival_stop': {'name': '卫东',\n",
       "          'id': '900000069253028',\n",
       "          'location': '113.671480,23.644076'},\n",
       "         'name': '从12路(从化汽车站总站--吕田客运站总站)',\n",
       "         'id': '900000069253',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '17480',\n",
       "         'duration': '2508',\n",
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       "         'bustimetag': '0',\n",
       "         'start_time': '0630',\n",
       "         'end_time': '1900',\n",
       "         'via_num': '18',\n",
       "         'via_stops': [{'name': '地铁从化客运站1',\n",
       "           'id': '900000069253042',\n",
       "           'location': '113.594610,23.531614'},\n",
       "          {'name': '七星路口',\n",
       "           'id': '900000069253002',\n",
       "           'location': '113.596970,23.539436'},\n",
       "          {'name': '河东广场',\n",
       "           'id': '900000069253003',\n",
       "           'location': '113.595497,23.545269'},\n",
       "          {'name': '大江路口',\n",
       "           'id': '900000069253004',\n",
       "           'location': '113.601814,23.546215'},\n",
       "          {'name': '凤院路口',\n",
       "           'id': '900000069253005',\n",
       "           'location': '113.610695,23.550121'},\n",
       "          {'name': '沙塱村',\n",
       "           'id': '900000069253043',\n",
       "           'location': '113.615499,23.557183'},\n",
       "          {'name': '水利学院',\n",
       "           'id': '900000069253044',\n",
       "           'location': '113.619323,23.563051'},\n",
       "          {'name': '江村',\n",
       "           'id': '900000069253045',\n",
       "           'location': '113.618294,23.569957'},\n",
       "          {'name': '江埔社区',\n",
       "           'id': '900000069253025',\n",
       "           'location': '113.618381,23.573364'},\n",
       "          {'name': '南洋理工职业学院',\n",
       "           'id': '900000069253046',\n",
       "           'location': '113.617878,23.583824'},\n",
       "          {'name': '水底村',\n",
       "           'id': '900000069253026',\n",
       "           'location': '113.619123,23.586667'},\n",
       "          {'name': '新华站',\n",
       "           'id': '900000069253047',\n",
       "           'location': '113.622318,23.592318'},\n",
       "          {'name': '宣星路口',\n",
       "           'id': '900000069253027',\n",
       "           'location': '113.628997,23.602478'},\n",
       "          {'name': '云星村',\n",
       "           'id': '900000069253048',\n",
       "           'location': '113.631124,23.611450'},\n",
       "          {'name': '温泉镇政府',\n",
       "           'id': '900000069253006',\n",
       "           'location': '113.633615,23.616523'},\n",
       "          {'name': '华辉度假村',\n",
       "           'id': '900000069253049',\n",
       "           'location': '113.637970,23.619827'},\n",
       "          {'name': '牛步迳',\n",
       "           'id': '900000069253007',\n",
       "           'location': '113.644615,23.621780'},\n",
       "          {'name': '交警温泉中队',\n",
       "           'id': '900000069253050',\n",
       "           'location': '113.656927,23.630148'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.671478,23.644075',\n",
       "       'destination': '113.679596,23.632860',\n",
       "       'distance': '1756',\n",
       "       'duration': '1505',\n",
       "       'steps': [{'instruction': '沿中山路步行1271米左转',\n",
       "         'road': '中山路',\n",
       "         'distance': '1271',\n",
       "         'duration': [],\n",
       "         'polyline': '113.671478,23.644075;113.671425,23.644049;113.672173,23.643307;113.672974,23.642540;113.673363,23.642143;113.674316,23.641029;113.675003,23.640190;113.675110,23.640039;113.675331,23.639587;113.675453,23.639315;113.675507,23.639135;113.675522,23.639002;113.675522,23.638662;113.675430,23.638046;113.675385,23.637890;113.674995,23.637001;113.674957,23.636848;113.674957,23.636705;113.674973,23.636572;113.675018,23.636471;113.675156,23.636267;113.675270,23.636133;113.676796,23.634661',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行33米左转',\n",
       "         'road': '博学路',\n",
       "         'distance': '33',\n",
       "         'duration': [],\n",
       "         'polyline': '113.676796,23.634657;113.676849,23.634701;113.676910,23.634718;113.677025,23.634705;113.677086,23.634670',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行163米右转',\n",
       "         'road': '博学路',\n",
       "         'distance': '163',\n",
       "         'duration': [],\n",
       "         'polyline': '113.677086,23.634666;113.677330,23.634853;113.677536,23.634991;113.677612,23.635031;113.677856,23.635086;113.678558,23.635109',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行197米向右前方行走',\n",
       "         'road': '博学路',\n",
       "         'distance': '197',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678558,23.635109;113.678596,23.635035;113.678635,23.634974;113.678711,23.634922;113.678925,23.634766;113.679054,23.634661;113.679253,23.634483;113.679367,23.634361;113.679550,23.633972;113.679649,23.633694',\n",
       "         'action': '向右前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行92米',\n",
       "         'road': [],\n",
       "         'distance': '92',\n",
       "         'duration': [],\n",
       "         'polyline': '113.679649,23.633690;113.679626,23.633654;113.679596,23.633255;113.679596,23.633177;113.679596,23.632860',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]},\n",
       "   {'cost': [],\n",
       "    'duration': '16487',\n",
       "    'nightflag': '0',\n",
       "    'walking_distance': '2515',\n",
       "    'distance': '124597',\n",
       "    'missed': '0',\n",
       "    'segments': [{'taxi': [],\n",
       "      'walking': {'origin': '113.291092,23.092913',\n",
       "       'destination': '113.289948,23.092705',\n",
       "       'distance': '211',\n",
       "       'duration': '180',\n",
       "       'steps': [{'instruction': '步行30米右转',\n",
       "         'road': [],\n",
       "         'distance': '30',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291092,23.092913;113.291389,23.092873',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿园西路步行31米右转',\n",
       "         'road': '园西路',\n",
       "         'distance': '31',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291389,23.092869;113.291313,23.092590',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿新港西路步行25米左转',\n",
       "         'road': '新港西路',\n",
       "         'distance': '25',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291313,23.092587;113.291084,23.092638',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行12米右转',\n",
       "         'road': [],\n",
       "         'distance': '12',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291077,23.092638;113.291054,23.092531',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿新港西路步行113米到达怡乐村',\n",
       "         'road': '新港西路',\n",
       "         'distance': '113',\n",
       "         'duration': [],\n",
       "         'polyline': '113.291046,23.092525;113.290482,23.092604;113.290329,23.092638;113.289948,23.092705',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达怡乐村'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '怡乐村',\n",
       "          'id': '440100016340018',\n",
       "          'location': '113.289909,23.092726'},\n",
       "         'arrival_stop': {'name': '洛溪新城',\n",
       "          'id': '440100016340028',\n",
       "          'location': '113.304344,23.041172'},\n",
       "         'name': '211路(广州火车站总站--南浦岛总站)',\n",
       "         'id': '440100016340',\n",
       "         'type': '普通公交线路',\n",
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       "           'id': '440100016508031',\n",
       "           'location': '113.348145,22.965004'},\n",
       "          {'name': '大罗塘珠宝小镇',\n",
       "           'id': '440100016508032',\n",
       "           'location': '113.353561,22.960438'},\n",
       "          {'name': '丹山村(桥兴大道)',\n",
       "           'id': '440100016508043',\n",
       "           'location': '113.357590,22.954245'},\n",
       "          {'name': '丹山桥',\n",
       "           'id': '440100016508034',\n",
       "           'location': '113.360466,22.950724'},\n",
       "          {'name': '百越广场东门站',\n",
       "           'id': '440100016508044',\n",
       "           'location': '113.363380,22.948008'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.365349,22.944384',\n",
       "       'destination': '113.365685,22.945347',\n",
       "       'distance': '379',\n",
       "       'duration': '324',\n",
       "       'steps': [{'instruction': '沿桥兴大道步行124米右转',\n",
       "         'road': '桥兴大道',\n",
       "         'distance': '124',\n",
       "         'duration': [],\n",
       "         'polyline': '113.365349,22.944384;113.365318,22.944448;113.365204,22.944660;113.364967,22.945108;113.364815,22.945391',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行191米右转',\n",
       "         'road': [],\n",
       "         'distance': '191',\n",
       "         'duration': [],\n",
       "         'polyline': '113.364815,22.945391;113.364883,22.945425;113.364990,22.945482;113.365250,22.945639;113.365311,22.945656;113.365356,22.945667;113.365471,22.945646;113.366264,22.945425;113.366295,22.945326;113.366264,22.945156',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行64米到达市桥汽车站总站',\n",
       "         'road': [],\n",
       "         'distance': '64',\n",
       "         'duration': [],\n",
       "         'polyline': '113.366264,22.945152;113.365707,22.945353;113.365685,22.945347',\n",
       "         'action': [],\n",
       "         'assistant_action': '到达市桥汽车站总站'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '市桥汽车站总站',\n",
       "          'id': '900000030943001',\n",
       "          'location': '113.365677,22.945347'},\n",
       "         'arrival_stop': {'name': '从化汽车站总站',\n",
       "          'id': '900000030943005',\n",
       "          'location': '113.598701,23.528337'},\n",
       "         'name': '从化汽车站-番禺市桥汽车站(市桥汽车站总站--从化汽车站总站)',\n",
       "         'id': '900000030943',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '80028',\n",
       "         'duration': '6181',\n",
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       "         'bustimetag': '0',\n",
       "         'start_time': '0800',\n",
       "         'end_time': '2000',\n",
       "         'via_num': '1',\n",
       "         'via_stops': [{'name': '太平',\n",
       "           'id': '900000030943004',\n",
       "           'location': '113.481873,23.432135'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.598694,23.528337',\n",
       "       'destination': '113.599113,23.527296',\n",
       "       'distance': '167',\n",
       "       'duration': '143',\n",
       "       'steps': [{'instruction': '步行66米左转',\n",
       "         'road': [],\n",
       "         'distance': '66',\n",
       "         'duration': [],\n",
       "         'polyline': '113.598694,23.528337;113.598633,23.528259;113.598587,23.528208;113.598404,23.527960;113.598312,23.527840',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行101米到达从化汽车站总站',\n",
       "         'road': [],\n",
       "         'distance': '101',\n",
       "         'duration': [],\n",
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       "         'action': [],\n",
       "         'assistant_action': '到达从化汽车站总站'}]},\n",
       "      'bus': {'buslines': [{'departure_stop': {'name': '从化汽车站总站',\n",
       "          'id': '900000069693001',\n",
       "          'location': '113.599168,23.527324'},\n",
       "         'arrival_stop': {'name': '卫东',\n",
       "          'id': '900000069693007',\n",
       "          'location': '113.671509,23.644089'},\n",
       "         'name': '从11路(从化汽车站总站--良口客运站总站)',\n",
       "         'id': '900000069693',\n",
       "         'type': '普通公交线路',\n",
       "         'distance': '17195',\n",
       "         'duration': '2496',\n",
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       "         'bustimetag': '0',\n",
       "         'start_time': '0630',\n",
       "         'end_time': '1930',\n",
       "         'via_num': '18',\n",
       "         'via_stops': [{'name': '地铁从化客运站1',\n",
       "           'id': '900000069693028',\n",
       "           'location': '113.594579,23.531593'},\n",
       "          {'name': '七星路口',\n",
       "           'id': '900000069693012',\n",
       "           'location': '113.596977,23.539392'},\n",
       "          {'name': '河东广场',\n",
       "           'id': '900000069693013',\n",
       "           'location': '113.595482,23.545273'},\n",
       "          {'name': '大江路口',\n",
       "           'id': '900000069693014',\n",
       "           'location': '113.601768,23.546215'},\n",
       "          {'name': '凤院路口',\n",
       "           'id': '900000069693003',\n",
       "           'location': '113.610710,23.550135'},\n",
       "          {'name': '沙塱村',\n",
       "           'id': '900000069693015',\n",
       "           'location': '113.615601,23.557287'},\n",
       "          {'name': '水利学院',\n",
       "           'id': '900000069693029',\n",
       "           'location': '113.619339,23.562891'},\n",
       "          {'name': '江村',\n",
       "           'id': '900000069693030',\n",
       "           'location': '113.618286,23.570023'},\n",
       "          {'name': '江埔社区',\n",
       "           'id': '900000069693031',\n",
       "           'location': '113.618385,23.573381'},\n",
       "          {'name': '南洋理工职业学院',\n",
       "           'id': '900000069693032',\n",
       "           'location': '113.617882,23.583841'},\n",
       "          {'name': '水底村',\n",
       "           'id': '900000069693033',\n",
       "           'location': '113.619154,23.586719'},\n",
       "          {'name': '新华站',\n",
       "           'id': '900000069693034',\n",
       "           'location': '113.620911,23.590239'},\n",
       "          {'name': '宣星路口',\n",
       "           'id': '900000069693018',\n",
       "           'location': '113.629044,23.602665'},\n",
       "          {'name': '云星村',\n",
       "           'id': '900000069693036',\n",
       "           'location': '113.631076,23.611246'},\n",
       "          {'name': '温泉镇政府',\n",
       "           'id': '900000069693004',\n",
       "           'location': '113.633602,23.616502'},\n",
       "          {'name': '华辉度假村',\n",
       "           'id': '900000069693035',\n",
       "           'location': '113.637723,23.619700'},\n",
       "          {'name': '牛步迳',\n",
       "           'id': '900000069693005',\n",
       "           'location': '113.644614,23.621780'},\n",
       "          {'name': '交警温泉中队',\n",
       "           'id': '900000069693006',\n",
       "           'location': '113.657097,23.630252'}]}]},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}},\n",
       "     {'taxi': [],\n",
       "      'walking': {'origin': '113.671478,23.644075',\n",
       "       'destination': '113.679596,23.632860',\n",
       "       'distance': '1756',\n",
       "       'duration': '1505',\n",
       "       'steps': [{'instruction': '沿中山路步行1271米左转',\n",
       "         'road': '中山路',\n",
       "         'distance': '1271',\n",
       "         'duration': [],\n",
       "         'polyline': '113.671478,23.644075;113.671425,23.644049;113.672173,23.643307;113.672974,23.642540;113.673363,23.642143;113.674316,23.641029;113.675003,23.640190;113.675110,23.640039;113.675331,23.639587;113.675453,23.639315;113.675507,23.639135;113.675522,23.639002;113.675522,23.638662;113.675430,23.638046;113.675385,23.637890;113.674995,23.637001;113.674957,23.636848;113.674957,23.636705;113.674973,23.636572;113.675018,23.636471;113.675156,23.636267;113.675270,23.636133;113.676796,23.634661',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行33米左转',\n",
       "         'road': '博学路',\n",
       "         'distance': '33',\n",
       "         'duration': [],\n",
       "         'polyline': '113.676796,23.634657;113.676849,23.634701;113.676910,23.634718;113.677025,23.634705;113.677086,23.634670',\n",
       "         'action': '左转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行163米右转',\n",
       "         'road': '博学路',\n",
       "         'distance': '163',\n",
       "         'duration': [],\n",
       "         'polyline': '113.677086,23.634666;113.677330,23.634853;113.677536,23.634991;113.677612,23.635031;113.677856,23.635086;113.678558,23.635109',\n",
       "         'action': '右转',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '沿博学路步行197米向右前方行走',\n",
       "         'road': '博学路',\n",
       "         'distance': '197',\n",
       "         'duration': [],\n",
       "         'polyline': '113.678558,23.635109;113.678596,23.635035;113.678635,23.634974;113.678711,23.634922;113.678925,23.634766;113.679054,23.634661;113.679253,23.634483;113.679367,23.634361;113.679550,23.633972;113.679649,23.633694',\n",
       "         'action': '向右前方行走',\n",
       "         'assistant_action': []},\n",
       "        {'instruction': '步行92米',\n",
       "         'road': [],\n",
       "         'distance': '92',\n",
       "         'duration': [],\n",
       "         'polyline': '113.679649,23.633690;113.679626,23.633654;113.679596,23.633255;113.679596,23.633177;113.679596,23.632860',\n",
       "         'action': [],\n",
       "         'assistant_action': []}]},\n",
       "      'bus': {'buslines': []},\n",
       "      'entrance': [],\n",
       "      'exit': [],\n",
       "      'railway': {'via_stops': [], 'alters': [], 'spaces': []}}]}]}}"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.bus(key_zz,'113.291103,23.092973','113.679287,23.632575','广东省广州市')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "      <th>name</th>\n",
       "      <th>id</th>\n",
       "      <th>type</th>\n",
       "      <th>distance</th>\n",
       "      <th>duration</th>\n",
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       "      <th>bustimetag</th>\n",
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       "      <th>arrival_stop.location</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>地铁8号线(文化公园--万胜围)</td>\n",
       "      <td>440100023047</td>\n",
       "      <td>地铁线路</td>\n",
       "      <td>3037</td>\n",
       "      <td>349</td>\n",
       "      <td>113.292863,23.092124;113.293983,23.091789;113....</td>\n",
       "      <td>0</td>\n",
       "      <td>0611</td>\n",
       "      <td>2327</td>\n",
       "      <td>1</td>\n",
       "      <td>[{'name': '鹭江', 'id': '440100023047008', 'loca...</td>\n",
       "      <td>中大</td>\n",
       "      <td>440100023047007</td>\n",
       "      <td>113.292863,23.092124</td>\n",
       "      <td>客村</td>\n",
       "      <td>440100023047009</td>\n",
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      "text/plain": [
       "               name            id  type distance duration  \\\n",
       "0  地铁8号线(文化公园--万胜围)  440100023047  地铁线路     3037      349   \n",
       "\n",
       "                                            polyline bustimetag start_time  \\\n",
       "0  113.292863,23.092124;113.293983,23.091789;113....          0       0611   \n",
       "\n",
       "  end_time via_num                                          via_stops  \\\n",
       "0     2327       1  [{'name': '鹭江', 'id': '440100023047008', 'loca...   \n",
       "\n",
       "  departure_stop.name departure_stop.id departure_stop.location  \\\n",
       "0                  中大   440100023047007    113.292863,23.092124   \n",
       "\n",
       "  arrival_stop.name  arrival_stop.id arrival_stop.location  \n",
       "0                客村  440100023047009  113.320331,23.096197  "
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.json_normalize(geo.bus(key_zz,'113.291103,23.092973','113.679287,23.632575','广东省广州市')['route']['transits'][0]['segments'][0]['bus']['buslines'][0])\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>0</th>\n",
       "      <td>鹭江</td>\n",
       "      <td>440100023047008</td>\n",
       "      <td>113.308219,23.095331</td>\n",
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       "  name               id              location\n",
       "0   鹭江  440100023047008  113.308219,23.095331"
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     "execution_count": 11,
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   ],
   "source": [
    "df = pd.json_normalize(geo.bus(key_zz,'113.291103,23.092973','113.679287,23.632575','广东省广州市')['route']['transits'][0]['segments'][0]['bus']['buslines'][0]['via_stops'])\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'count': '1',\n",
       " 'route': {'origin': '113.291103,23.092973',\n",
       "  'destination': '113.679287,23.632575',\n",
       "  'paths': [{'distance': '87044',\n",
       "    'duration': '5175',\n",
       "    'strategy': '速度最快',\n",
       "    'tolls': '44',\n",
       "    'toll_distance': '73317',\n",
       "    'steps': [{'instruction': '向西行驶66米左转',\n",
       "      'orientation': '西',\n",
       "      'distance': '66',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '23',\n",
       "      'polyline': '113.291089,23.092912;113.291016,23.092921;113.290451,23.093008',\n",
       "      'action': '左转',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '向南行驶29米右转',\n",
       "      'orientation': '南',\n",
       "      'distance': '29',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '12',\n",
       "      'polyline': '113.290451,23.093008;113.290412,23.092895;113.290369,23.092752',\n",
       "      'action': '右转',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿新港西路向西行驶574米靠右进入右岔路',\n",
       "      'orientation': '西',\n",
       "      'road': '新港西路',\n",
       "      'distance': '574',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '327',\n",
       "      'polyline': '113.290369,23.092752;113.289319,23.092943;113.288707,23.093051;113.288424,23.093108;113.28803,23.093177;113.287569,23.09326;113.28684,23.09339;113.285734,23.093585;113.285304,23.093668;113.284835,23.093754',\n",
       "      'action': '靠右',\n",
       "      'assistant_action': '进入右岔路'},\n",
       "     {'instruction': '沿东晓路辅路向北行驶964米靠右沿辅路行驶',\n",
       "      'orientation': '北',\n",
       "      'road': '东晓路辅路',\n",
       "      'distance': '964',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '143',\n",
       "      'polyline': '113.284835,23.093754;113.28477,23.093789;113.284575,23.093828;113.284336,23.093915;113.284184,23.094006;113.283924,23.094297;113.283859,23.094488;113.283837,23.094557;113.28365,23.095104;113.283563,23.095421;113.283529,23.095582;113.283507,23.095807;113.283472,23.096541;113.283498,23.097852;113.28352,23.09806;113.283572,23.098472;113.283598,23.09865;113.283641,23.098924;113.283698,23.099258;113.283815,23.099783;113.283911,23.1001;113.284158,23.100907;113.284492,23.101836',\n",
       "      'action': '靠右',\n",
       "      'assistant_action': '沿辅路行驶'},\n",
       "     {'instruction': '沿东晓路辅路途径东晓路入口、东晓路向北行驶364米靠左沿主路行驶',\n",
       "      'orientation': '北',\n",
       "      'road': '东晓路辅路',\n",
       "      'distance': '364',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '33',\n",
       "      'polyline': '113.284492,23.101836;113.284727,23.102452;113.284961,23.103051;113.28503,23.103242;113.285082,23.103598;113.285321,23.104236;113.285326,23.104245;113.285599,23.10497',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': '沿主路行驶'},\n",
       "     {'instruction': '沿东晓路途径海印大桥、东湖路向北行驶865米靠左沿主路行驶',\n",
       "      'orientation': '北',\n",
       "      'road': '东晓路',\n",
       "      'distance': '865',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '64',\n",
       "      'polyline': '113.285599,23.10497;113.285959,23.105898;113.286415,23.107109;113.286502,23.107352;113.286584,23.107591;113.286706,23.107969;113.28707,23.109106;113.287205,23.109518;113.287813,23.111424;113.287934,23.111931;113.288021,23.112487',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': '沿主路行驶'},\n",
       "     {'instruction': '沿东湖路向北行驶482米靠左进入匝道',\n",
       "      'orientation': '北',\n",
       "      'road': '东湖路',\n",
       "      'distance': '482',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '33',\n",
       "      'polyline': '113.288021,23.112487;113.288056,23.112652;113.28809,23.112826;113.288429,23.114518;113.288572,23.115234;113.28862,23.115451;113.288746,23.115964;113.288793,23.116133;113.28895,23.116645;113.288993,23.116771',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': '进入匝道'},\n",
       "     {'instruction': '沿东湖路出口途径内环路向东北行驶2.3千米靠右',\n",
       "      'orientation': '东北',\n",
       "      'road': '东湖路出口',\n",
       "      'distance': '2301',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '206',\n",
       "      'polyline': '113.288993,23.116771;113.289436,23.117895;113.290972,23.121749;113.291016,23.121845;113.291094,23.122018;113.291198,23.122196;113.291306,23.122352;113.29145,23.1225;113.291597,23.122635;113.291771,23.122752;113.291975,23.122873;113.292257,23.123012;113.292656,23.123181;113.293043,23.12332;113.293633,23.12352;113.294049,23.123637;113.295829,23.124071;113.296632,23.124249;113.299709,23.124944;113.300126,23.125039;113.300547,23.12513;113.301736,23.125391;113.302287,23.125521;113.302713,23.125625;113.303711,23.125868;113.304345,23.126081;113.304714,23.12622;113.30543,23.126497;113.306411,23.12697',\n",
       "      'action': '靠右',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿内环路向东行驶836米靠左沿主路行驶',\n",
       "      'orientation': '东',\n",
       "      'road': '内环路',\n",
       "      'distance': '836',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '69',\n",
       "      'polyline': '113.306411,23.12697;113.306593,23.127036;113.307448,23.127561;113.308255,23.12796;113.310213,23.128793;113.310569,23.128924;113.31125,23.129119;113.311688,23.129219;113.312309,23.129314;113.312986,23.129405;113.313989,23.129536',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': '沿主路行驶'},\n",
       "     {'instruction': '沿内环路途径内环路出口、黄埔大道西向东行驶1.1千米靠左沿主路行驶',\n",
       "      'orientation': '东',\n",
       "      'road': '内环路',\n",
       "      'distance': '1149',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '152',\n",
       "      'polyline': '113.313989,23.129536;113.314288,23.129544;113.314692,23.129514;113.315169,23.129427;113.31546,23.129319;113.315729,23.129206;113.316788,23.128702;113.317821,23.12822;113.318212,23.128047;113.31862,23.127899;113.318937,23.127808;113.319301,23.12773;113.319805,23.127674;113.320625,23.127617;113.32148,23.127543;113.321745,23.127526;113.323967,23.127357;113.324822,23.127274',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': '沿主路行驶'},\n",
       "     {'instruction': '沿黄埔大道西向东行驶267米直行进入隧道',\n",
       "      'orientation': '东',\n",
       "      'road': '黄埔大道西',\n",
       "      'distance': '267',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '27',\n",
       "      'polyline': '113.324822,23.127274;113.324974,23.127322;113.325087,23.127335;113.325985,23.1273;113.327426,23.127227',\n",
       "      'action': '直行',\n",
       "      'assistant_action': '进入隧道'},\n",
       "     {'instruction': '沿黄埔大道隧道途径黄埔大道西向东行驶1.3千米靠左沿主路行驶',\n",
       "      'orientation': '东',\n",
       "      'road': '黄埔大道隧道',\n",
       "      'distance': '1295',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '126',\n",
       "      'polyline': '113.327426,23.127227;113.328368,23.127157;113.330022,23.127062;113.332678,23.126901;113.334223,23.126797;113.334961,23.126753;113.335009,23.126749;113.33668,23.12661;113.337183,23.126567;113.337639,23.126536;113.337925,23.126506;113.338429,23.126467;113.339197,23.126411;113.339427,23.126398;113.339783,23.126376;113.340082,23.126363',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': '沿主路行驶'},\n",
       "     {'instruction': '沿黄埔大道西向东行驶307米直行进入隧道',\n",
       "      'orientation': '东',\n",
       "      'road': '黄埔大道西',\n",
       "      'distance': '307',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '34',\n",
       "      'polyline': '113.340082,23.126363;113.342331,23.12622;113.343077,23.126172',\n",
       "      'action': '直行',\n",
       "      'assistant_action': '进入隧道'},\n",
       "     {'instruction': '沿黄埔大道·马场路隧道途径黄埔大道西、黄埔大道-马场路隧道向东行驶592米向右前方行驶进入匝道',\n",
       "      'orientation': '东',\n",
       "      'road': '黄埔大道·马场路隧道',\n",
       "      'distance': '592',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '62',\n",
       "      'polyline': '113.343077,23.126172;113.343741,23.126128;113.344093,23.126102;113.344588,23.126068;113.34602,23.125977;113.34645,23.125933;113.347018,23.125877;113.347248,23.125833;113.347444,23.125768;113.3477,23.125738;113.348134,23.125673;113.34865,23.125595;113.348854,23.125564',\n",
       "      'action': '向右前方行驶',\n",
       "      'assistant_action': '进入匝道'},\n",
       "     {'instruction': '沿黄埔立交桥向东行驶259米向右前方行驶',\n",
       "      'orientation': '东',\n",
       "      'road': '黄埔立交桥',\n",
       "      'distance': '259',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '27',\n",
       "      'polyline': '113.348854,23.125564;113.349162,23.125421;113.349492,23.125356;113.3502,23.125221;113.350694,23.125135;113.351024,23.125069;113.351298,23.124983',\n",
       "      'action': '向右前方行驶',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿黄埔立交桥向东南行驶52米向左前方行驶',\n",
       "      'orientation': '东南',\n",
       "      'road': '黄埔立交桥',\n",
       "      'distance': '52',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '11',\n",
       "      'polyline': '113.351298,23.124983;113.351632,23.124627',\n",
       "      'action': '向左前方行驶',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿黄埔立交桥向北行驶470米减速行驶到达收费站',\n",
       "      'orientation': '北',\n",
       "      'road': '黄埔立交桥',\n",
       "      'distance': '470',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '77',\n",
       "      'polyline': '113.351632,23.124627;113.351814,23.124501;113.351888,23.12447;113.351997,23.124449;113.352114,23.124436;113.352187,23.124449;113.3523,23.124475;113.352387,23.124505;113.352483,23.124566;113.352565,23.124635;113.35263,23.124718;113.352678,23.124818;113.352704,23.1249;113.352717,23.125;113.352704,23.125104;113.352682,23.125187;113.352613,23.12533;113.352504,23.125512;113.352474,23.125547;113.352309,23.125773;113.352222,23.12592;113.352148,23.126089;113.352109,23.12622;113.352105,23.126228;113.352066,23.126432;113.352044,23.12668;113.351957,23.127739',\n",
       "      'action': '减速行驶',\n",
       "      'assistant_action': '到达收费站'},\n",
       "     {'instruction': '沿黄埔立交桥途径S4华南快速向东北行驶3.3千米靠左沿主路行驶',\n",
       "      'orientation': '东北',\n",
       "      'road': '黄埔立交桥',\n",
       "      'distance': '3350',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '3350',\n",
       "      'toll_road': '黄埔立交桥',\n",
       "      'duration': '169',\n",
       "      'polyline': '113.351957,23.127739;113.351884,23.128433;113.351853,23.12862;113.351823,23.128685;113.351727,23.128837;113.351549,23.130503;113.35145,23.131385;113.351359,23.132196;113.351354,23.132504;113.351389,23.132821;113.351497,23.133203;113.351654,23.133572;113.351814,23.133824;113.352049,23.134076;113.352309,23.134288;113.352769,23.134596;113.353503,23.135022;113.355221,23.136042;113.35556,23.136272;113.356042,23.136641;113.356367,23.136931;113.356654,23.137205;113.356775,23.137339;113.356931,23.137517;113.357222,23.137847;113.357418,23.138121;113.357595,23.138364;113.357769,23.138633;113.357969,23.138971;113.358207,23.139462;113.358424,23.140022;113.358615,23.140647;113.358711,23.14102;113.359457,23.144631;113.359635,23.145543;113.359744,23.145998;113.359779,23.146168;113.360226,23.147622;113.360395,23.14819;113.360586,23.148798;113.360729,23.149249;113.360981,23.149874;113.361319,23.150668;113.362296,23.152752;113.363099,23.154479',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': '沿主路行驶'},\n",
       "     {'instruction': '沿S4华南快速向北行驶5.8千米靠左沿主路行驶',\n",
       "      'orientation': '北',\n",
       "      'road': 'S4华南快速',\n",
       "      'distance': '5842',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '5842',\n",
       "      'toll_road': 'S4华南快速',\n",
       "      'duration': '296',\n",
       "      'polyline': '113.363099,23.154479;113.363663,23.155729;113.363802,23.156098;113.36385,23.156272;113.363928,23.156641;113.364076,23.158051;113.364136,23.15918;113.364193,23.160217;113.364249,23.160794;113.364293,23.161272;113.364297,23.16138;113.364301,23.161502;113.364362,23.16224;113.364427,23.163229;113.36447,23.16378;113.364501,23.164149;113.36457,23.165208;113.364688,23.16622;113.364792,23.166745;113.364926,23.167201;113.365282,23.168064;113.365456,23.16839;113.365799,23.168937;113.366063,23.169297;113.366736,23.170165;113.368776,23.17276;113.369362,23.173533;113.374345,23.179944;113.374839,23.180629;113.374965,23.180851;113.375117,23.18115;113.375143,23.181202;113.375308,23.181619;113.37536,23.181793;113.375412,23.182018;113.37546,23.182483;113.375451,23.182921;113.375412,23.183199;113.37536,23.183438;113.375169,23.183984;113.375048,23.184262;113.374839,23.184592;113.374648,23.184835;113.374414,23.1851;113.374045,23.185473;113.372374,23.187062;113.371944,23.187556;113.371589,23.188064;113.371302,23.18865;113.371228,23.188854;113.371098,23.189314;113.371024,23.189727;113.370868,23.191176;113.370777,23.192135;113.370707,23.19286;113.370642,23.193555;113.370482,23.194857;113.370256,23.196593;113.370208,23.196944;113.370052,23.197786;113.369874,23.198702;113.369805,23.199058;113.369444,23.201024;113.369345,23.201675;113.369306,23.202023;113.369232,23.202682',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': '沿主路行驶'},\n",
       "     {'instruction': '沿S4华南快速向北行驶2.8千米直行进入隧道',\n",
       "      'orientation': '北',\n",
       "      'road': 'S4华南快速',\n",
       "      'distance': '2791',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '2791',\n",
       "      'toll_road': 'S4华南快速',\n",
       "      'duration': '238',\n",
       "      'polyline': '113.369232,23.202682;113.369154,23.203125;113.369071,23.203581;113.368915,23.204687;113.368776,23.205707;113.368546,23.207075;113.368503,23.207322;113.368247,23.208333;113.368147,23.208759;113.368121,23.208885;113.368095,23.208958;113.367882,23.209644;113.367474,23.210751;113.367114,23.211606;113.366415,23.213273;113.366068,23.21411;113.365799,23.214753;113.364783,23.217092;113.364497,23.217791;113.363698,23.219566;113.363051,23.220803;113.3627,23.22148;113.362266,23.222305;113.36194,23.222995;113.361641,23.223681;113.361211,23.224852;113.361133,23.225095;113.360686,23.22651',\n",
       "      'action': '直行',\n",
       "      'assistant_action': '进入隧道'},\n",
       "     {'instruction': '沿石门堂山隧道途径梅窿2号大桥、石湖中桥、梅窿1号大桥、长坤1号桥、S4华南快速、金垄大桥向北行驶5.5千米靠左沿主路行驶',\n",
       "      'orientation': '北',\n",
       "      'road': '石门堂山隧道',\n",
       "      'distance': '5546',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '5546',\n",
       "      'toll_road': '石门堂山隧道',\n",
       "      'duration': '293',\n",
       "      'polyline': '113.360686,23.22651;113.359609,23.230095;113.359071,23.23194;113.358928,23.232352;113.358724,23.232826;113.358346,23.23355;113.358025,23.234071;113.357582,23.234666;113.356931,23.235443;113.356484,23.23599;113.356428,23.236081;113.356345,23.236198;113.356181,23.236489;113.356046,23.236806;113.355977,23.237036;113.355916,23.237374;113.355907,23.237669;113.355916,23.237934;113.355951,23.238138;113.356046,23.238468;113.356168,23.238759;113.356341,23.239058;113.356476,23.23924;113.35661,23.239401;113.356745,23.239549;113.356931,23.239731;113.357105,23.239891;113.359028,23.241571;113.359844,23.242331;113.36053,23.242934;113.360851,23.24322;113.361319,23.243715;113.361532,23.244006;113.361806,23.24444;113.362044,23.245013;113.362205,23.245503;113.362253,23.245738;113.362348,23.246441;113.362365,23.24707;113.362378,23.247509;113.362431,23.252513;113.362452,23.253602;113.362478,23.25411;113.3625,23.254401;113.362587,23.25526;113.36276,23.256363;113.362904,23.25704;113.363116,23.257886;113.363164,23.258056;113.363234,23.258294;113.363529,23.259167;113.363711,23.259657;113.364019,23.260386;113.36428,23.260972;113.364479,23.261372;113.364891,23.262144;113.365299,23.26283;113.365955,23.263811;113.367609,23.266046;113.368064,23.266723;113.368207,23.266979;113.368398,23.267409;113.368568,23.267899;113.368646,23.268273;113.368689,23.268646;113.368702,23.268911;113.368702,23.269041;113.368681,23.269358;113.36862,23.269796;113.368498,23.270299;113.368394,23.270647;113.368064,23.271671;113.367956,23.272066',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': '沿主路行驶'},\n",
       "     {'instruction': '沿S4华南快速途径G4京港澳高速向北行驶20.9千米向右前方行驶进入匝道',\n",
       "      'orientation': '北',\n",
       "      'road': 'S4华南快速',\n",
       "      'distance': '20871',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '20871',\n",
       "      'toll_road': 'S4华南快速',\n",
       "      'duration': '835',\n",
       "      'polyline': '113.367956,23.272066;113.367826,23.272813;113.367778,23.27332;113.367756,23.273971;113.367799,23.274931;113.368003,23.278203;113.368086,23.279345;113.368121,23.280026;113.368225,23.281684;113.368251,23.282092;113.36842,23.284926;113.368455,23.285712;113.368459,23.286984;113.368429,23.287891;113.368316,23.289505;113.36829,23.289835;113.368251,23.290729;113.368251,23.291016;113.368251,23.29112;113.36829,23.291888;113.368381,23.29253;113.36842,23.292791;113.368546,23.293294;113.368724,23.29388;113.369071,23.29474;113.369427,23.295443;113.369687,23.295894;113.369831,23.296115;113.37023,23.296649;113.370569,23.297066;113.370933,23.297461;113.371502,23.29803;113.372956,23.299414;113.373511,23.299983;113.37378,23.300282;113.37421,23.300799;113.374692,23.301437;113.375069,23.302001;113.375135,23.302096;113.375547,23.302773;113.376029,23.303707;113.376649,23.305143;113.378906,23.310773;113.379319,23.311801;113.379796,23.312986;113.379852,23.313125;113.380217,23.313958;113.380525,23.314575;113.380942,23.315443;113.381667,23.31694;113.3825,23.31839;113.383077,23.319401;113.383733,23.320412;113.384896,23.322187;113.385074,23.322426;113.38556,23.323086;113.386115,23.323793;113.386254,23.323971;113.387652,23.325755;113.390738,23.329562;113.39178,23.330877;113.39214,23.331324;113.393173,23.332604;113.393598,23.333086;113.3949,23.334583;113.39526,23.334961;113.39674,23.336515;113.398155,23.337834;113.399596,23.33908;113.400603,23.339905;113.400877,23.340126;113.401055,23.340265;113.404583,23.342973;113.405056,23.343355;113.406102,23.344266;113.406849,23.344978;113.407756,23.345946;113.408012,23.34622;113.408377,23.346658;113.410564,23.349136;113.411493,23.350161;113.412834,23.351584;113.413116,23.35191;113.413776,23.352721;113.414171,23.353255;113.414457,23.353707;113.414883,23.354479;113.415156,23.355061;113.415321,23.355477;113.415556,23.356128;113.415799,23.356931;113.416432,23.358958;113.416766,23.359883;113.417118,23.360699;113.417513,23.361484;113.417921,23.362201;113.419839,23.365291;113.42043,23.366341;113.420816,23.367153;113.421128,23.367917;113.421194,23.36809;113.421428,23.368767;113.421753,23.369831;113.421931,23.370599;113.421979,23.370807;113.422088,23.371411;113.422227,23.372595;113.422253,23.372973;113.42227,23.373194;113.422287,23.374145;113.422279,23.374818;113.422218,23.375599;113.422179,23.375933;113.422105,23.376549;113.421819,23.378906;113.421558,23.381055;113.421476,23.381819;113.421437,23.382387;113.421319,23.384227;113.421315,23.385556;113.421354,23.386853;113.421458,23.387826;113.421562,23.388711;113.421697,23.389701;113.421723,23.389891;113.421819,23.390616;113.421975,23.39145;113.422852,23.396233;113.423043,23.397287;113.423234,23.399015;113.423277,23.400017;113.423277,23.40046;113.423277,23.400877;113.423277,23.40092;113.423251,23.401658;113.42322,23.402491;113.423177,23.402938;113.42309,23.403581;113.422852,23.405065;113.422431,23.407643;113.42227,23.409015;113.422227,23.409744;113.422183,23.411263;113.422196,23.411862;113.422196,23.412062;113.422331,23.414184;113.422591,23.415964;113.422743,23.416697;113.422852,23.417231;113.42293,23.417617;113.423069,23.418181;113.423364,23.419266;113.423898,23.420885;113.424093,23.421476;113.424201,23.421745;113.424679,23.422852;113.424761,23.423043;113.425043,23.423655;113.425482,23.424588;113.426437,23.426628;113.426775,23.427344;113.427018,23.427856;113.427513,23.428893;113.428021,23.429952;113.428164,23.430291;113.428494,23.431176;113.428615,23.431549;113.428841,23.432413;113.428902,23.4327;113.42898,23.433142;113.429063,23.433837;113.429097,23.434258;113.429141,23.435152;113.429115,23.435998;113.429076,23.436406;113.42898,23.437157;113.428698,23.438689;113.428507,23.439722;113.428438,23.44023;113.428385,23.440608;113.428333,23.441367;113.42832,23.441819;113.428346,23.442648;113.428424,23.443407',\n",
       "      'action': '向右前方行驶',\n",
       "      'assistant_action': '进入匝道'},\n",
       "     {'instruction': '沿机场北立交途径G4京港澳高速出口、G45大广高速向东行驶1.9千米靠左沿主路行驶',\n",
       "      'orientation': '东',\n",
       "      'road': '机场北立交',\n",
       "      'distance': '1923',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '1923',\n",
       "      'toll_road': '机场北立交',\n",
       "      'duration': '84',\n",
       "      'polyline': '113.428424,23.443407;113.428689,23.444145;113.428798,23.444375;113.42895,23.444596;113.429162,23.444822;113.429366,23.444996;113.429744,23.445226;113.429935,23.445317;113.430343,23.44543;113.430642,23.445473;113.430929,23.445482;113.431428,23.445417;113.432721,23.445139;113.433424,23.444974;113.434158,23.444839;113.434288,23.444822;113.434666,23.444783;113.434861,23.444779;113.436029,23.444579;113.436619,23.444501;113.438147,23.444327;113.438372,23.444323;113.438433,23.444345;113.439948,23.444232;113.440872,23.444188;113.441458,23.44418;113.442752,23.444206;113.443598,23.444249;113.444041,23.444293;113.444753,23.444362;113.444822,23.444366;113.445343,23.44444;113.445933,23.444531',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': '沿主路行驶'},\n",
       "     {'instruction': '沿G45大广高速途径牛心岭大桥向东北行驶11.9千米靠左沿主路行驶',\n",
       "      'orientation': '东北',\n",
       "      'road': 'G45大广高速',\n",
       "      'distance': '11873',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '11873',\n",
       "      'toll_road': 'G45大广高速',\n",
       "      'duration': '464',\n",
       "      'polyline': '113.445933,23.444531;113.446966,23.444748;113.447318,23.444822;113.447483,23.444852;113.448207,23.445013;113.449371,23.445339;113.450139,23.445586;113.450907,23.445864;113.452179,23.446385;113.453568,23.447075;113.454774,23.447747;113.455056,23.447917;113.455295,23.448064;113.456094,23.448559;113.456684,23.448941;113.4573,23.449332;113.458911,23.450391;113.459345,23.450673;113.461554,23.452118;113.461853,23.452318;113.463264,23.453229;113.464379,23.453958;113.466797,23.45553;113.467218,23.455807;113.468229,23.45648;113.468789,23.456923;113.469301,23.457357;113.469783,23.457808;113.470855,23.458989;113.471185,23.459375;113.471997,23.460278;113.472405,23.460707;113.473333,23.461615;113.475104,23.463212;113.475738,23.463867;113.476029,23.464197;113.476328,23.464579;113.47681,23.465312;113.477135,23.465898;113.477292,23.466215;113.477487,23.466645;113.477543,23.466797;113.477652,23.467062;113.477791,23.467474;113.477921,23.467895;113.478069,23.468676;113.478129,23.469175;113.478216,23.470122;113.47829,23.471719;113.478333,23.473359;113.478394,23.47447;113.478485,23.475278;113.478529,23.475603;113.478628,23.476016;113.478715,23.476289;113.479041,23.477153;113.47921,23.4775;113.479371,23.477782;113.479609,23.47819;113.479878,23.478546;113.480226,23.478989;113.480608,23.479384;113.48092,23.479679;113.481267,23.479978;113.481797,23.48036;113.482431,23.48076;113.483624,23.481463;113.484249,23.481819;113.484883,23.482218;113.485421,23.482582;113.486137,23.48316;113.48681,23.483741;113.487339,23.484271;113.487973,23.484987;113.488563,23.485668;113.488767,23.485894;113.48967,23.486866;113.49036,23.487535;113.490812,23.487943;113.491424,23.488411;113.491901,23.488767;113.492365,23.489102;113.494744,23.490716;113.500434,23.494596;113.501037,23.495017;113.502799,23.496367;113.503615,23.497057;113.504019,23.497413;113.505334,23.498641;113.505551,23.498854;113.506411,23.499753;113.506736,23.500095;113.507274,23.500677;113.509336,23.502908;113.510191,23.503798;113.510742,23.50434;113.510773,23.504371;113.511411,23.504978;113.511957,23.50546;113.51293,23.506289;113.513715,23.506927;113.514266,23.507326;113.515187,23.508008;113.516615,23.508971;113.518234,23.509961;113.519648,23.510742;113.522708,23.512431;113.526437,23.514505;113.527626,23.515139',\n",
       "      'action': '靠左',\n",
       "      'assistant_action': '沿主路行驶'},\n",
       "     {'instruction': '沿G45大广高速向东北行驶2.4千米直行进入隧道',\n",
       "      'orientation': '东北',\n",
       "      'road': 'G45大广高速',\n",
       "      'distance': '2435',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '2435',\n",
       "      'toll_road': 'G45大广高速',\n",
       "      'duration': '90',\n",
       "      'polyline': '113.527626,23.515139;113.529093,23.515942;113.529983,23.516454;113.530629,23.516845;113.53125,23.517235;113.531897,23.517687;113.532309,23.517999;113.532713,23.518307;113.533095,23.518624;113.533798,23.519262;113.534197,23.519644;113.534644,23.520095;113.535013,23.520508;113.535742,23.521398;113.53599,23.521727;113.536302,23.522157;113.536489,23.522431;113.536918,23.523103;113.537287,23.52378;113.537691,23.524549;113.537947,23.525117;113.538255,23.525851;113.538459,23.526406;113.538837,23.5275;113.540039,23.531089;113.54056,23.532639',\n",
       "      'action': '直行',\n",
       "      'assistant_action': '进入隧道'},\n",
       "     {'instruction': '沿耙齿影隧道途径G45大广高速向东北行驶7.6千米直行进入隧道',\n",
       "      'orientation': '东北',\n",
       "      'road': '耙齿影隧道',\n",
       "      'distance': '7632',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '7632',\n",
       "      'toll_road': '耙齿影隧道',\n",
       "      'duration': '284',\n",
       "      'polyline': '113.54056,23.532639;113.540586,23.532713;113.541793,23.536254;113.542305,23.537578;113.542713,23.53855;113.543108,23.539423;113.54352,23.540282;113.543924,23.541076;113.544575,23.542235;113.545265,23.543394;113.54546,23.543698;113.548672,23.548824;113.549175,23.549657;113.549709,23.550586;113.5501,23.551315;113.550404,23.551918;113.550803,23.55276;113.551176,23.553624;113.551536,23.554488;113.55161,23.554688;113.551918,23.555508;113.552153,23.556159;113.552326,23.556758;113.552786,23.558355;113.553103,23.559701;113.553429,23.561168;113.553746,23.562626;113.55388,23.563129;113.554063,23.563746;113.554245,23.564293;113.55447,23.564909;113.554688,23.565434;113.554696,23.565464;113.554787,23.565673;113.554996,23.566146;113.555304,23.566788;113.555668,23.567487;113.556024,23.568129;113.556419,23.568798;113.556875,23.569514;113.557318,23.570174;113.557743,23.570764;113.558194,23.571354;113.558694,23.571966;113.559223,23.572582;113.559714,23.573129;113.560247,23.573681;113.560851,23.574271;113.561467,23.574848;113.562036,23.575347;113.562609,23.575833;113.563238,23.576319;113.563698,23.576658;113.56401,23.576884;113.56464,23.577322;113.56536,23.577786;113.566445,23.578433;113.567435,23.578984;113.568225,23.579371;113.569045,23.579757;113.569787,23.580087;113.57046,23.580356;113.571267,23.580655;113.572088,23.580938;113.572869,23.581181;113.573767,23.581437;113.57454,23.581636;113.57523,23.581793;113.576207,23.581984;113.576658,23.582062;113.577118,23.58214;113.577826,23.582244;113.578585,23.582322;113.579865,23.582439;113.581141,23.582522;113.583234,23.58263',\n",
       "      'action': '直行',\n",
       "      'assistant_action': '进入隧道'},\n",
       "     {'instruction': '沿明珠隧道途径温泉流溪河特大桥、G45大广高速向东北行驶8.9千米直行进入隧道',\n",
       "      'orientation': '东北',\n",
       "      'road': '明珠隧道',\n",
       "      'distance': '8877',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '8877',\n",
       "      'toll_road': '明珠隧道',\n",
       "      'duration': '352',\n",
       "      'polyline': '113.583234,23.58263;113.585556,23.582782;113.58668,23.582908;113.587326,23.582999;113.58803,23.583121;113.588624,23.583255;113.589297,23.583416;113.590026,23.583628;113.591345,23.58411;113.592005,23.584379;113.592526,23.584609;113.593212,23.584939;113.594297,23.58553;113.594861,23.585872;113.595373,23.586215;113.595964,23.586636;113.597318,23.587643;113.598633,23.588615;113.598832,23.588767;113.600078,23.589601;113.600807,23.590048;113.60168,23.590556;113.602444,23.590981;113.60375,23.591645;113.604162,23.591845;113.604961,23.592205;113.605842,23.592569;113.606827,23.592951;113.608025,23.593372;113.608351,23.593481;113.620603,23.597296;113.621267,23.5975;113.622135,23.597769;113.624922,23.598633;113.625178,23.598711;113.628242,23.599661;113.62924,23.599987;113.630113,23.600286;113.63092,23.600573;113.631975,23.600959;113.633342,23.601506;113.634227,23.601879;113.634805,23.602144;113.635404,23.602444;113.636128,23.602826;113.636784,23.603194;113.637218,23.603464;113.637743,23.603811;113.63832,23.604227;113.638832,23.604618;113.639275,23.604978;113.640117,23.605712;113.640681,23.606211;113.641237,23.606706;113.64174,23.607122;113.642248,23.607517;113.642578,23.60776;113.642648,23.607808;113.643251,23.608194;113.643832,23.608533;113.644566,23.608919;113.645126,23.609184;113.646141,23.609618;113.646641,23.609826;113.647339,23.610143;113.648086,23.610495;113.648503,23.61072;113.648945,23.610972;113.649453,23.611302;113.649957,23.611649;113.650621,23.612161;113.651367,23.612821;113.651793,23.613238;113.652183,23.61365;113.652682,23.614232;113.652995,23.614631;113.653303,23.615074;113.65362,23.615551;113.653902,23.616007;113.654154,23.616471;113.654371,23.616914;113.654596,23.617439;113.6548,23.617943;113.654991,23.618472;113.6552,23.619123;113.655521,23.620226;113.655629,23.620603;113.655812,23.621263',\n",
       "      'action': '直行',\n",
       "      'assistant_action': '进入隧道'},\n",
       "     {'instruction': '沿牛步迳隧道途径G45大广高速向东北行驶1.6千米向右前方行驶进入匝道',\n",
       "      'orientation': '东北',\n",
       "      'road': '牛步迳隧道',\n",
       "      'distance': '1648',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '1648',\n",
       "      'toll_road': '牛步迳隧道',\n",
       "      'duration': '72',\n",
       "      'polyline': '113.655812,23.621263;113.656233,23.622739;113.656493,23.623576;113.656667,23.624067;113.657005,23.624905;113.657214,23.625369;113.657426,23.625773;113.6577,23.62625;113.65803,23.626784;113.658338,23.627244;113.658689,23.627726;113.659089,23.628238;113.659388,23.628585;113.661363,23.630712;113.66171,23.631102;113.662096,23.631589;113.662235,23.631771;113.662752,23.632509;113.662982,23.632873;113.663056,23.633008;113.663329,23.633494;113.663624,23.634102',\n",
       "      'action': '向右前方行驶',\n",
       "      'assistant_action': '进入匝道'},\n",
       "     {'instruction': '沿G45大广高速出口向东北行驶529米减速行驶到达收费站',\n",
       "      'orientation': '东北',\n",
       "      'road': 'G45大广高速出口',\n",
       "      'distance': '529',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '529',\n",
       "      'toll_road': 'G45大广高速出口',\n",
       "      'duration': '64',\n",
       "      'polyline': '113.663624,23.634102;113.663711,23.634175;113.663767,23.63424;113.663819,23.63431;113.66388,23.634423;113.66418,23.635087;113.664345,23.635425;113.664453,23.635599;113.664549,23.635716;113.664588,23.635764;113.664666,23.635842;113.664731,23.635911;113.664896,23.636037;113.665499,23.636445;113.665738,23.636636;113.665807,23.636671;113.666011,23.636944;113.666124,23.637127;113.666163,23.637201;113.666254,23.637387;113.666285,23.637509;113.666337,23.63799',\n",
       "      'action': '减速行驶',\n",
       "      'assistant_action': '到达收费站'},\n",
       "     {'instruction': '沿G45大广高速出口向北行驶86米靠右',\n",
       "      'orientation': '北',\n",
       "      'road': 'G45大广高速出口',\n",
       "      'distance': '86',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '19',\n",
       "      'polyline': '113.666337,23.63799;113.66635,23.638229;113.666337,23.638381;113.666306,23.63852;113.666228,23.63875',\n",
       "      'action': '靠右',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿G45大广高速出口途径温泉大道向东北行驶925米右转',\n",
       "      'orientation': '东北',\n",
       "      'road': 'G45大广高速出口',\n",
       "      'distance': '925',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '59',\n",
       "      'polyline': '113.666228,23.63875;113.666094,23.639093;113.665677,23.63967;113.665599,23.639796;113.665556,23.639913;113.66553,23.640039;113.66553,23.640161;113.665543,23.640221;113.665551,23.640282;113.66559,23.640399;113.665677,23.64056;113.66576,23.640673;113.665859,23.640773;113.666055,23.640924;113.666419,23.641163;113.666649,23.641402;113.668776,23.642578;113.668824,23.642604;113.67,23.643255;113.671428,23.644045',\n",
       "      'action': '右转',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿中山路向东南行驶1.3千米右转',\n",
       "      'orientation': '东南',\n",
       "      'road': '中山路',\n",
       "      'distance': '1265',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '281',\n",
       "      'polyline': '113.671428,23.644045;113.67217,23.643307;113.672934,23.642578;113.672977,23.642535;113.673355,23.64214;113.67431,23.641024;113.675,23.640187;113.675104,23.640035;113.67533,23.639583;113.675447,23.63931;113.675508,23.639132;113.67553,23.638997;113.675521,23.638659;113.67543,23.638043;113.675378,23.637886;113.674991,23.636997;113.674957,23.636845;113.674957,23.636701;113.67497,23.636567;113.675026,23.636467;113.675152,23.636263;113.675265,23.636128;113.676788,23.634657',\n",
       "      'action': '右转',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿博学路向南行驶29米向左前方行驶',\n",
       "      'orientation': '南',\n",
       "      'road': '博学路',\n",
       "      'distance': '29',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '10',\n",
       "      'polyline': '113.676788,23.634657;113.676753,23.634592;113.67674,23.634518;113.676749,23.634466;113.67678,23.63441',\n",
       "      'action': '向左前方行驶',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿博学路向东北行驶68米右转',\n",
       "      'orientation': '东北',\n",
       "      'road': '博学路',\n",
       "      'distance': '68',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '19',\n",
       "      'polyline': '113.67678,23.63441;113.676853,23.634358;113.676931,23.63434;113.677027,23.634353;113.677092,23.634397;113.677135,23.634457;113.677144,23.634536;113.677135,23.634601;113.677083,23.634661',\n",
       "      'action': '右转',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿博学路向东行驶163米右转',\n",
       "      'orientation': '东',\n",
       "      'road': '博学路',\n",
       "      'distance': '163',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '33',\n",
       "      'polyline': '113.677083,23.634661;113.677326,23.634852;113.67753,23.634991;113.677613,23.63503;113.677856,23.635087;113.678555,23.635109',\n",
       "      'action': '右转',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿博学路向东南行驶118米向右前方行驶',\n",
       "      'orientation': '东南',\n",
       "      'road': '博学路',\n",
       "      'distance': '118',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '39',\n",
       "      'polyline': '113.678555,23.635109;113.678594,23.63503;113.678628,23.63497;113.678711,23.634918;113.678932,23.634761;113.679249,23.634479;113.679375,23.634358',\n",
       "      'action': '向右前方行驶',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '沿博学路向南行驶79米向右前方行驶',\n",
       "      'orientation': '南',\n",
       "      'road': '博学路',\n",
       "      'distance': '79',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '19',\n",
       "      'polyline': '113.679375,23.634358;113.679549,23.633967;113.679648,23.633689',\n",
       "      'action': '向右前方行驶',\n",
       "      'assistant_action': []},\n",
       "     {'instruction': '向南行驶122米到达目的地',\n",
       "      'orientation': '南',\n",
       "      'distance': '122',\n",
       "      'tolls': '0',\n",
       "      'toll_distance': '0',\n",
       "      'toll_road': [],\n",
       "      'duration': '29',\n",
       "      'polyline': '113.679648,23.633689;113.679627,23.63365;113.679596,23.633251;113.679592,23.633173;113.679596,23.632856;113.679596,23.632574',\n",
       "      'action': [],\n",
       "      'assistant_action': '到达目的地'}],\n",
       "    'restriction': '0',\n",
       "    'traffic_lights': '5'}]}}"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.driving(key_zz,'113.291103,23.092973','113.679287,23.632575')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 行政区域查询"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 适用场景：用户希望通过得到行政区域信息，进行开发工作。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 根据用户输入的搜索条件可以帮助用户快速的查找特定的行政区域信息。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'count': '1',\n",
       " 'suggestion': {'keywords': [], 'cities': []},\n",
       " 'districts': [{'citycode': '0754',\n",
       "   'adcode': '440500',\n",
       "   'name': '汕头市',\n",
       "   'center': '116.708463,23.37102',\n",
       "   'level': 'city',\n",
       "   'districts': [{'citycode': '0754',\n",
       "     'adcode': '440515',\n",
       "     'name': '澄海区',\n",
       "     'center': '116.76336,23.46844',\n",
       "     'level': 'district',\n",
       "     'districts': []},\n",
       "    {'citycode': '0754',\n",
       "     'adcode': '440514',\n",
       "     'name': '潮南区',\n",
       "     'center': '116.423607,23.249798',\n",
       "     'level': 'district',\n",
       "     'districts': []},\n",
       "    {'citycode': '0754',\n",
       "     'adcode': '440523',\n",
       "     'name': '南澳县',\n",
       "     'center': '117.027105,23.419562',\n",
       "     'level': 'district',\n",
       "     'districts': []},\n",
       "    {'citycode': '0754',\n",
       "     'adcode': '440512',\n",
       "     'name': '濠江区',\n",
       "     'center': '116.729528,23.279345',\n",
       "     'level': 'district',\n",
       "     'districts': []},\n",
       "    {'citycode': '0754',\n",
       "     'adcode': '440513',\n",
       "     'name': '潮阳区',\n",
       "     'center': '116.602602,23.262336',\n",
       "     'level': 'district',\n",
       "     'districts': []},\n",
       "    {'citycode': '0754',\n",
       "     'adcode': '440511',\n",
       "     'name': '金平区',\n",
       "     'center': '116.703583,23.367071',\n",
       "     'level': 'district',\n",
       "     'districts': []},\n",
       "    {'citycode': '0754',\n",
       "     'adcode': '440507',\n",
       "     'name': '龙湖区',\n",
       "     'center': '116.732015,23.373754',\n",
       "     'level': 'district',\n",
       "     'districts': []}]}]}"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.district (key_zz,'汕头','1')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 关键字搜索"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 通过用POI的关键字进行条件搜索，例如：肯德基、朝阳公园等；同时支持设置POI类型搜索，例如：银行"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'suggestion': {'keywords': [], 'cities': []},\n",
       " 'count': '154',\n",
       " 'infocode': '10000',\n",
       " 'pois': [{'parent': [],\n",
       "   'address': '温泉大道882号',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院',\n",
       "   'location': '113.679262,23.632583',\n",
       "   'tel': '020-61787331',\n",
       "   'shopid': [],\n",
       "   'id': 'B00140MR9A'},\n",
       "  {'parent': 'B0FFMCZOK0',\n",
       "   'address': '温泉大道882',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '通行设施;临街院门;临街院门',\n",
       "   'photos': [],\n",
       "   'typecode': '991400',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': '101',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院(西北门)',\n",
       "   'location': '113.672109,23.643371',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B00141JCWL'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院',\n",
       "   'location': '113.671493,23.643831',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFMCZOK0'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '温泉大道886号中山大学南方学院内',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;学校;学校',\n",
       "   'photos': [],\n",
       "   'typecode': '141200',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院-综合楼',\n",
       "   'location': '113.680117,23.631544',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFF2VMJ4'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '中山路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院音乐系',\n",
       "   'location': '113.678792,23.635389',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKPXMCN'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '温泉大道882号',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '通行设施;临街院门;临街院门',\n",
       "   'photos': [],\n",
       "   'typecode': '991400',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': '101',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院(东南门)',\n",
       "   'location': '113.678733,23.628290',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFK8J7XY'},\n",
       "  {'parent': 'B0FFMCZOK0',\n",
       "   'address': '温泉大道882',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '通行设施;临街院门;临街院门',\n",
       "   'photos': [],\n",
       "   'typecode': '991400',\n",
       "   'shopinfo': '2',\n",
       "   'poiweight': [],\n",
       "   'childtype': '101',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院(正门)',\n",
       "   'location': '113.671663,23.643941',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0G06MOP96'},\n",
       "  {'parent': [],\n",
       "   'address': '神岗镇',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;学校;小学',\n",
       "   'photos': [],\n",
       "   'typecode': '141203',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院附属小学',\n",
       "   'location': '113.522758,23.473157',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFLA7KQW'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '博学路4附近',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院西区饭堂',\n",
       "   'location': '113.676210,23.632177',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFJLW0O9'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉大道882号中山大学南方学院',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;学校;学校',\n",
       "   'photos': [],\n",
       "   'typecode': '141200',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院-综合楼',\n",
       "   'location': '113.677892,23.628958',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFLFILKM'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '中山大学南方学院',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院教学楼9号',\n",
       "   'location': '113.679747,23.633032',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFLFIY0N'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '博学路21',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院教学楼2号',\n",
       "   'location': '113.677060,23.631346',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B00141TRVH'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '博学路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院教学楼10号',\n",
       "   'location': '113.680125,23.633492',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFFTC9PH'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '温泉大道882号中山大学南方学院',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院-第11教学楼',\n",
       "   'location': '113.680037,23.633173',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFJKIA10'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '博学路',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院教学楼8号',\n",
       "   'location': '113.680399,23.634329',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B00141WQCO'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '博学路7',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;学校;高等院校',\n",
       "   'photos': [],\n",
       "   'typecode': '141201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院教学楼7号',\n",
       "   'location': '113.678600,23.633330',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B00141TQGR'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '博学路29',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院教学楼4号',\n",
       "   'location': '113.677460,23.630490',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B00141TR76'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '温泉大道882号中山大学南方学院新综合楼二楼',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院达人书院',\n",
       "   'location': '113.679041,23.632392',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFM4JIF8'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '博学路附近',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院1号实验楼',\n",
       "   'location': '113.678215,23.631370',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKP9ET5'},\n",
       "  {'parent': 'B00140MR9A',\n",
       "   'address': '温泉镇博学路中山大学南方学院9号教学楼',\n",
       "   'distance': [],\n",
       "   'biz_ext': [],\n",
       "   'pname': '广东省',\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'cityname': '广州市',\n",
       "   'type': '科教文化服务;科教文化场所;科教文化场所',\n",
       "   'photos': [],\n",
       "   'typecode': '140000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': '309',\n",
       "   'adname': '从化区',\n",
       "   'name': '中山大学南方学院-政商研究院',\n",
       "   'location': '113.680427,23.633994',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFL9B0QY'}],\n",
       " 'status': '1',\n",
       " 'info': 'OK'}"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.poi(key_zz,\"中山大学南方学院\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 周边搜索"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 在用户传入经纬度坐标点附近，在设定的范围内，按照关键字或POI类型搜索"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'suggestion': {'keywords': [], 'cities': []},\n",
       " 'count': '827',\n",
       " 'infocode': '10000',\n",
       " 'pois': [{'parent': [],\n",
       "   'address': '温泉大道882号',\n",
       "   'distance': '0',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'type': '生活服务;共享设备;充电宝',\n",
       "   'photos': [],\n",
       "   'typecode': '072101',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '怪兽充电(中山大学南方学院)',\n",
       "   'location': '113.679262,23.632583',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFLLU813'},\n",
       "  {'parent': [],\n",
       "   'address': '中山大学南方学院',\n",
       "   'distance': '2',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;中餐厅;四川菜(川菜)',\n",
       "   'photos': [],\n",
       "   'typecode': '050102',\n",
       "   'shopinfo': '1',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '重庆湖边纸包鱼',\n",
       "   'location': '113.679871,23.630292',\n",
       "   'tel': '13924024938',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFL7NUA2'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇中山大学南方学院明辨路2号二、三层',\n",
       "   'distance': '2',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;餐饮相关场所;餐饮相关',\n",
       "   'photos': [],\n",
       "   'typecode': '050000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '避风塘',\n",
       "   'location': '113.679286,23.632574',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKT2R96'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇中山大学南方学院明辨路2号二、三层',\n",
       "   'distance': '2',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;餐饮相关场所;餐饮相关',\n",
       "   'photos': [],\n",
       "   'typecode': '050000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': 'slim tea',\n",
       "   'location': '113.679286,23.632574',\n",
       "   'tel': '18944690066',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKSLFAN'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇中山大学南方学院后门润泰超市一楼05号商铺',\n",
       "   'distance': '2',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;中餐厅;特色/地方风味餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050118',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '劲酷烤吧',\n",
       "   'location': '113.679286,23.632573',\n",
       "   'tel': '13719231627',\n",
       "   'shopid': [],\n",
       "   'id': 'B0G3AYBO5X'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇中山大学南方学院后门润泰超市一楼05号商铺',\n",
       "   'distance': '2',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;中餐厅;广东菜(粤菜)',\n",
       "   'photos': [],\n",
       "   'typecode': '050103',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '东记乡村美食',\n",
       "   'location': '113.679286,23.632573',\n",
       "   'tel': '13922398107',\n",
       "   'shopid': [],\n",
       "   'id': 'B0G3APADKJ'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇中山大学南方学院后门润泰超市一楼05号商铺',\n",
       "   'distance': '2',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;快餐厅;快餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050300',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '北方饺子馆',\n",
       "   'location': '113.679286,23.632573',\n",
       "   'tel': '13434241448',\n",
       "   'shopid': [],\n",
       "   'id': 'B0G2Z7IX80'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇中山大学南方学院后门润泰超市一楼05号商铺',\n",
       "   'distance': '2',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;餐饮相关场所;餐饮相关',\n",
       "   'photos': [],\n",
       "   'typecode': '050000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '第1烤场',\n",
       "   'location': '113.679286,23.632573',\n",
       "   'tel': '13538825321',\n",
       "   'shopid': [],\n",
       "   'id': 'B0G2K6PX0X'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇中山大学南方学院后门润泰超市一楼05号商铺',\n",
       "   'distance': '2',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;餐饮相关场所;餐饮相关',\n",
       "   'photos': [],\n",
       "   'typecode': '050000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '叶龙老武汉烧烤',\n",
       "   'location': '113.679286,23.632573',\n",
       "   'tel': '15918718710;13125030232',\n",
       "   'shopid': [],\n",
       "   'id': 'B0G1393J7X'},\n",
       "  {'parent': [],\n",
       "   'address': '从化温泉镇中山大学南方学院明辩路2号',\n",
       "   'distance': '2',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;餐饮相关场所;餐饮相关',\n",
       "   'photos': [],\n",
       "   'typecode': '050000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '网红小串店',\n",
       "   'location': '113.679286,23.632573',\n",
       "   'tel': '13802426981',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFLNRH1K'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇中山大学南方学院后门润泰超市一楼05号商铺',\n",
       "   'distance': '2',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;餐饮相关场所;餐饮相关',\n",
       "   'photos': [],\n",
       "   'typecode': '050000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '过气轻食屋',\n",
       "   'location': '113.679286,23.632573',\n",
       "   'tel': '13049636920',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKTDMOI'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇中山大学南方学院后门润泰超市一楼05号商铺',\n",
       "   'distance': '2',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;餐饮相关场所;餐饮相关',\n",
       "   'photos': [],\n",
       "   'typecode': '050000',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '莫凡烧烤',\n",
       "   'location': '113.679286,23.632573',\n",
       "   'tel': '13929768267',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKT4WNY'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉大道882号旁润泰超市一楼商铺',\n",
       "   'distance': '2',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;冷饮店;冷饮店',\n",
       "   'photos': [],\n",
       "   'typecode': '050700',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': 'LV柠檬茶',\n",
       "   'location': '113.679286,23.632573',\n",
       "   'tel': '15018428578',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFIIQNQ7'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇笃行路20、22、24号中山大学南方学院',\n",
       "   'distance': '2',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': [],\n",
       "   'type': '生活服务;共享设备;充电宝',\n",
       "   'photos': [],\n",
       "   'typecode': '072101',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '街电(榴芒一族中山大学南方学院店)',\n",
       "   'location': '113.679287,23.632575',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFLB846S'},\n",
       "  {'parent': [],\n",
       "   'address': '从化温泉镇中山大学南方学院博学路6号',\n",
       "   'distance': '2',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;中餐厅;特色/地方风味餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050118',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '爽爽石磨肠粉',\n",
       "   'location': '113.679287,23.632575',\n",
       "   'tel': '18218913303',\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFKX3T5Y'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇中山大学南方学院后门润泰超市一楼05号商铺',\n",
       "   'distance': '2',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;甜品店;甜品店',\n",
       "   'photos': [],\n",
       "   'typecode': '050900',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '味美轩(中大店)',\n",
       "   'location': '113.679286,23.632571',\n",
       "   'tel': '15915874513',\n",
       "   'shopid': [],\n",
       "   'id': 'B0G2T96S9V'},\n",
       "  {'parent': [],\n",
       "   'address': '博学路中山大学南方学院后门润泰超市首层23号',\n",
       "   'distance': '3',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;快餐厅;快餐厅',\n",
       "   'photos': [],\n",
       "   'typecode': '050300',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '我家厨房',\n",
       "   'location': '113.679289,23.632563',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0FFK28XPU'},\n",
       "  {'parent': [],\n",
       "   'address': '温泉镇博学路中山大学南方学院后门润泰超市一楼05号商铺',\n",
       "   'distance': '7',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;外国餐厅;日本料理',\n",
       "   'photos': [],\n",
       "   'typecode': '050202',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '井禾寿司',\n",
       "   'location': '113.679193,23.632552',\n",
       "   'tel': '13789117723',\n",
       "   'shopid': [],\n",
       "   'id': 'B0G14PDQVA'},\n",
       "  {'parent': [],\n",
       "   'address': '中山大学南方学院',\n",
       "   'distance': '10',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;外国餐厅;西餐厅(综合风味)',\n",
       "   'photos': [],\n",
       "   'typecode': '050201',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': 'Uni-hotel西餐',\n",
       "   'location': '113.679224,23.632671',\n",
       "   'tel': [],\n",
       "   'shopid': [],\n",
       "   'id': 'B0GR3OMDZ2'},\n",
       "  {'parent': [],\n",
       "   'address': '从化温泉镇中山大学南方学院明辩路2号',\n",
       "   'distance': '17',\n",
       "   'biz_ext': [],\n",
       "   'importance': [],\n",
       "   'biz_type': 'diner',\n",
       "   'type': '餐饮服务;中餐厅;广东菜(粤菜)',\n",
       "   'photos': [],\n",
       "   'typecode': '050103',\n",
       "   'shopinfo': '0',\n",
       "   'poiweight': [],\n",
       "   'childtype': [],\n",
       "   'name': '耀记美食',\n",
       "   'location': '113.679405,23.632673',\n",
       "   'tel': '18816801934',\n",
       "   'shopid': [],\n",
       "   'id': 'B0GRGOTLSL'}],\n",
       " 'status': '1',\n",
       " 'info': 'OK'}"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.poi_around(key_zz,'113.679262,23.632583')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## IP定位"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 根据用户输入的IP地址，能够快速的帮用户定位IP的所在位置"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'province': [],\n",
       " 'city': [],\n",
       " 'adcode': [],\n",
       " 'rectangle': []}"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.ip(key_zz,'113.679871,23.630292')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 静态地图"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 通过返回一张地图图片响应HTTP请求，使用户能够将高德地图以图片形式嵌入自己的网页中。用户可以指定请求的地图位置、图片大小、以及在地图上添加覆盖物，如标签、标注、折线、多边形。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=P size=555x555 at 0x2361B9D8670>"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.staticmap(key_zz,\"113.679871,23.630292\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 坐标转换"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 为了使用高德服务，用户需要将非高德坐标转换为高德坐标。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'info': 'ok',\n",
       " 'infocode': '10000',\n",
       " 'locations': '112.051757,22.944429|112.051757,22.944349'}"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.convert(key_zz,\"112.051757,22.944429|112.051757,22.944349\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 天气查询"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 根据用户输入的adcode，查询目标区域当前/未来的天气情况。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'count': '1',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'forecasts': [{'city': '从化区',\n",
       "   'adcode': '440117',\n",
       "   'province': '广东',\n",
       "   'reporttime': '2020-11-17 11:22:35',\n",
       "   'casts': [{'date': '2020-11-17',\n",
       "     'week': '2',\n",
       "     'dayweather': '多云',\n",
       "     'nightweather': '多云',\n",
       "     'daytemp': '27',\n",
       "     'nighttemp': '20',\n",
       "     'daywind': '北',\n",
       "     'nightwind': '北',\n",
       "     'daypower': '≤3',\n",
       "     'nightpower': '≤3'},\n",
       "    {'date': '2020-11-18',\n",
       "     'week': '3',\n",
       "     'dayweather': '多云',\n",
       "     'nightweather': '阴',\n",
       "     'daytemp': '28',\n",
       "     'nighttemp': '22',\n",
       "     'daywind': '北',\n",
       "     'nightwind': '北',\n",
       "     'daypower': '≤3',\n",
       "     'nightpower': '≤3'},\n",
       "    {'date': '2020-11-19',\n",
       "     'week': '4',\n",
       "     'dayweather': '小雨',\n",
       "     'nightweather': '阴',\n",
       "     'daytemp': '27',\n",
       "     'nighttemp': '22',\n",
       "     'daywind': '北',\n",
       "     'nightwind': '北',\n",
       "     'daypower': '≤3',\n",
       "     'nightpower': '≤3'},\n",
       "    {'date': '2020-11-20',\n",
       "     'week': '5',\n",
       "     'dayweather': '多云',\n",
       "     'nightweather': '多云',\n",
       "     'daytemp': '28',\n",
       "     'nighttemp': '20',\n",
       "     'daywind': '北',\n",
       "     'nightwind': '北',\n",
       "     'daypower': '≤3',\n",
       "     'nightpower': '≤3'}]}]}"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.weather(key_zz,'从化区')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 输入提示"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* 提供根据用户输入的关键词查询返回建议列表"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'status': '1',\n",
       " 'count': '10',\n",
       " 'info': 'OK',\n",
       " 'infocode': '10000',\n",
       " 'tips': [{'id': [],\n",
       "   'name': '麦当劳',\n",
       "   'district': [],\n",
       "   'adcode': [],\n",
       "   'location': [],\n",
       "   'address': [],\n",
       "   'typecode': [],\n",
       "   'city': []},\n",
       "  {'id': 'B0GUM662WL',\n",
       "   'name': '麦当劳(巴比伦广场店)',\n",
       "   'district': '广东省汕头市潮南区',\n",
       "   'adcode': '440514',\n",
       "   'location': '116.441806,23.241802',\n",
       "   'address': '峡山街道峡山居委尖南洋金弘泰商贸中心1栋1层',\n",
       "   'typecode': '050302',\n",
       "   'city': []},\n",
       "  {'id': 'B0GRAC4SVY',\n",
       "   'name': '麦当劳(充耀号店)',\n",
       "   'district': '广东省汕头市龙湖区',\n",
       "   'adcode': '440507',\n",
       "   'location': '116.719005,23.378123',\n",
       "   'address': '广东省汕头市龙湖区练江路16号',\n",
       "   'typecode': '050300',\n",
       "   'city': []},\n",
       "  {'id': 'B0G2LML14J',\n",
       "   'name': '麦当劳(东厦壹佰店)',\n",
       "   'district': '广东省汕头市金平区',\n",
       "   'adcode': '440511',\n",
       "   'location': '116.703476,23.378697',\n",
       "   'address': '东厦路100号东厦壹佰购物商场首层和2层',\n",
       "   'typecode': '050302',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFMHL5QU',\n",
       "   'name': '麦当劳(陈贵路店)',\n",
       "   'district': '广东省汕头市潮阳区',\n",
       "   'adcode': '440513',\n",
       "   'location': '116.353829,23.314539',\n",
       "   'address': '贵屿镇陈贵路378、380、382、384和386号首层商铺',\n",
       "   'typecode': '050300',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFLLCFEN',\n",
       "   'name': '麦当劳(中山东路店)',\n",
       "   'district': '广东省汕头市金平区',\n",
       "   'adcode': '440511',\n",
       "   'location': '116.709547,23.357621',\n",
       "   'address': '中山路126号',\n",
       "   'typecode': '050302',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFLKKWCI',\n",
       "   'name': '麦当劳(东山公园生活广场店)',\n",
       "   'district': '广东省汕头市潮阳区',\n",
       "   'adcode': '440513',\n",
       "   'location': '116.612101,23.263478',\n",
       "   'address': '公园路东山公园生活广场B1-08号商铺',\n",
       "   'typecode': '050300',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFKPY1VT',\n",
       "   'name': '麦当劳(金环南路店)',\n",
       "   'district': '广东省汕头市金平区',\n",
       "   'adcode': '440511',\n",
       "   'location': '116.715728,23.362186',\n",
       "   'address': '长平路93号105号房及二层之一',\n",
       "   'typecode': '050302',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFKO0JNE',\n",
       "   'name': '麦当劳(万达店)',\n",
       "   'district': '广东省汕头市金平区',\n",
       "   'adcode': '440511',\n",
       "   'location': '116.681640,23.381153',\n",
       "   'address': '潮汕路61号万达广场1层',\n",
       "   'typecode': '050000',\n",
       "   'city': []},\n",
       "  {'id': 'B0FFKC7BNA',\n",
       "   'name': '麦当劳',\n",
       "   'district': '广东省汕头市潮阳区',\n",
       "   'adcode': '440513',\n",
       "   'location': '116.593750,23.269919',\n",
       "   'address': '胪岗镇和平卜蜂莲花商场旁',\n",
       "   'typecode': '050302',\n",
       "   'city': []}]}"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geo.inputtips(key_zz,\"麦当劳\",city=\"汕头市\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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